Advait Sarkar



Publications & related shenanigans

Last updated September 2024. Jump to: Theses · Talks · Patents

    2024
  1. Preprint PDFBibTeX
    CACM Online
    ACM Digital Library
    DOI: 10.1145/3649404
    Video (4 min)
    AI Should Challenge, Not Obey
    Advait Sarkar
    Communications of the ACM (CACM 2024)



  2. Download PDFBibTeX
    Intention Is All You Need
    Advait Sarkar
    Proceedings of the 35th Annual Conference of the Psychology of Programming Interest Group (PPIG 2024)

  3. Download PDFBibTeX
    Predictability of identifier naming with Copilot: A case study for mixed-initiative programming tools
    Michael Jing Long Lee, Advait Sarkar, Alan F. Blackwell
    Proceedings of the 35th Annual Conference of the Psychology of Programming Interest Group (PPIG 2024)

  4. Download PDF • Details forthcoming When Copilot Becomes Autopilot: Generative AI's Critical Risk to Knowledge Work and a Critical Solution
    Advait Sarkar, Xiaotong (Tone) Xu, Neil Toronto, Ian Drosos, Christian Poelitz
    Proceedings of the Annual Conference of the European Spreadsheet Risks Interest Group (EuSpRIG 2024)
    Paper accompanying our invited keynote talk.

  5. Download PDFBibTeX
    View as HTML
    arXiv:2405.04382
    Large Language Models Cannot Explain Themselves
    Advait Sarkar
    ACM CHI 2024 Workshop on Human-Centered Explainable AI (HCXAI 2024)

  6. Download PDF • Details forthcoming
    Also presented as a poster
    Diversity in Study Participants and a Critique of the "Representative Sample" in Human-Computer Interaction Research
    Advait Sarkar
    2024 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) Workshop on Addressing Challenges in Recruiting Participants for Human-Centric Computing Research Studies

  7. Download PDFBibTeX
    ACM Digital Library
    DOI: 10.1145/3663384.3663389
    "It's like a rubber duck that talks back": Understanding Generative AI-Assisted Data Analysis Workflows through a Participatory Prompting Study
    Ian Drosos, Advait Sarkar, Xiaotong (Tone) Xu, Carina Negreanu, Sean Rintel, Lev Tankelevitch
    Proceedings of the ACM Symposium on Human-Computer Interaction for Work (CHIWORK 2024)

  8. Download PDFBibTeX
    ACM Digital Library
    DOI: 10.1145/3613904.3642902
    Video (9 min)Video (5 min)
    arXiv:2312.10893
    The Metacognitive Demands and Opportunities of Generative AI
    Lev Tankelevitch, Viktor Kewenig, Auste Simkute, Ava Elizabeth Scott, Advait Sarkar, Abigail Sellen, Sean Rintel
    Proceedings of the ACM CHI Conference on Human Factors in Computing Systems (CHI 2024)
    🏆 Best paper


  9. arXiv:2407.02651
    Details forthcoming
    Improving Steering and Verification in AI-Assisted Data Analysis with Interactive Task Decomposition
    Majeed Kazemitabaar, Jack Williams, Ian Drosos, Tovi Grossman, Austin Henley, Carina Negreanu, Advait Sarkar
    37th Annual ACM Symposium on User Interface Software and Technology (UIST 2024)
    Results from Majeed's internship at MSR in 2023.

  10. Download PDF • Details forthcoming arXiv:2408.08068
    The Paradox of Spreadsheet Self-Efficacy: Social Incentives for Informal Knowledge Sharing in End-User Programming
    Qing (Nancy) Xia, Advait Sarkar, Duncan Brumby, Anna Cox
    2024 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)

  11. Download PDFBibTeX
    CMU KiltHub
    DOI: 10.1184/R1/25587552.v1
    arXiv:2310.01297
    Co-audit: tools to help humans double-check AI-generated content
    Andrew D. Gordon, Carina Negreanu, José Cambronero, Rasika Chakravarthy, Ian Drosos, Hao Fang, Bhaskar Mitra, Hannah Richardson, Advait Sarkar, Stephanie Simmons, Jack Williams, Ben Zorn
    Proceedings of the 14th annual workshop on the intersection of HCI and PL (PLATEAU 2024)

  12. Download PDFBibTeX
    ACL Anthology
    arXiv:2402.11734
    Solving Data-centric Tasks using Large Language Models
    Shraddha Barke, Christian Poelitz, Carina Suzana Negreanu, Benjamin Zorn, José Cambronero, Andrew D. Gordon, Vu Le, Elnaz Nouri, Nadia Polikarpova, Advait Sarkar, Brian Slininger, Neil Toronto, Jack Williams
    Findings of the Association for Computational Linguistics (NAACL 2024)

  13. Download PDFBibTeX
    ACM Digital Library
    DOI: 10.1145/3613905.3650762
    Video (3 min)
    Creating an authoring tool for K-12 teachers to design ML-supported scientific inquiry learning
    Xiaofei Zhou, Jingwan Tang, Hanjia Lyu, Xinyi Liu, Zhenhao Zhang, Lichen Qin, Fiona Au, Advait Sarkar, Zhen Bai
    Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing Systems (CHI EA 2024)
  14. 2023
  15. Download PDFBibTeX
    View as HTML
    ACM Digital Library
    DOI: 10.1145/3596671.3597650
    Exploring Perspectives on the Impact of Artificial Intelligence on the Creativity of Knowledge Work: Beyond Mechanised Plagiarism and Stochastic Parrots
    Advait Sarkar
    Proceedings of the ACM Symposium on Human-Computer Interaction for Work (CHIWORK 2023)

  16. Download PDFBibTeX
    View as HTML
    ACM Digital Library
    DOI: 10.1145/3622758.3622882
    arXiv:2311.00382
    Will code remain a relevant user interface for end-user programming with generative AI models?
    Advait Sarkar
    Proceedings of the 2023 ACM SIGPLAN International Symposium on New Ideas, New Paradigms, and Reflections on Programming and Software (Onward! 2023)


  17. Download PDFBibTeX
    PPIG Library
    arXiv:2312.16633
    Participatory prompting: a user-centric research method for eliciting AI assistance opportunities in knowledge workflows
    Advait Sarkar, Ian Drosos, Rob Deline, Andrew D. Gordon, Carina Negreanu, Sean Rintel, Jack Williams, Ben Zorn
    Proceedings of the 34th Annual Conference of the Psychology of Programming Interest Group (PPIG 2023)


  18. Download PDFBibTeX
    IEEE Xplore
    DOI: 10.1109/VL-HCC57772.2023.00017
    Microsoft Research blog
    ColDeco: An End User Spreadsheet Inspection Tool for AI-Generated Code
    Kasra Ferdowsi, Jack Williams, Ian Drosos, Andrew D. Gordon, Carina Negreanu, Nadia Polikarpova, Advait Sarkar, Benjamin Zorn
    2023 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)
    Results from Kasra's internship at MSR in 2022.

  19. Download PDFBibTeX
    ACM Digital Library
    DOI: 10.1145/3596671.3598569
    Is a Return To Office a Return To Creativity? Requiring Fixed Time In Office To Enable Brainstorms and Watercooler Talk May Not Foster Research Creativity
    Tianna Xu, Advait Sarkar, Sean Rintel
    Proceedings of the ACM Symposium on Human-Computer Interaction for Work (CHIWORK 2023)
    Results from Tianna's internship at MSR in 2021.

  20. Download PDFBibTeX
    ACM Digital Library
    DOI: 10.1145/3544549.3582735
    Video (7 min)Video (30 sec)
    Blog post
    Enough With "Human-AI Collaboration"
    Advait Sarkar
    Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems (CHI EA 2023)
    Featured by the Montreal AI Ethics Institute


  21. Download PDFBibTeX
    View as HTML
    ACM Digital Library
    DOI: 10.1145/3544549.3582741
    Video (8 min)Video (30 sec)
    arXiv:2306.01643
    Should Computers Be Easy To Use? Questioning the Doctrine of Simplicity in User Interface Design
    Advait Sarkar
    Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems (CHI EA 2023)
    "Really thought-provoking" — Elena Glassman, Professor of Computer Science, Harvard University


  22. Download PDFBibTeX
    ACM Digital Library
    DOI: 10.1145/3544548.3580817
    Video (10 min)Video (30 sec)
    "What It Wants Me To Say": Bridging the Abstraction Gap Between End-User Programmers and Code-Generating Large Language Models
    Michael Xieyang Liu, Advait Sarkar, Carina Negreanu, Benjamin Zorn, Jack Williams, Neil Toronto, Andrew D. Gordon
    Proceedings of the ACM CHI Conference on Human Factors in Computing Systems (CHI 2023)
    🏆 Honourable mention · Results from Michael's internship with me at MSR in 2022.

  23. Download PDFBibTeX
    DOI: 10.48550/arXiv.2304.07926
    arXiv:2304.07926
    User Perceptions of Automatic Fake News Detection: Can Algorithms Fight Online Misinformation?
    Bruno Tafur, Advait Sarkar
    arXiv preprint arXiv:2304.07926
    Summary of Bruno's project for my course on interaction design for AI.
  24. 2022
  25. Download PDFBibTeX
    Springer
    Springer Nature SharedIt (open access)
    DOI: 10.1007/s10606-022-09451-6
    Meeting (the) Pandemic: Videoconferencing Fatigue and Evolving Tensions of Sociality in Enterprise Video Meetings During COVID-19
    Rachel Bergmann, Sean Rintel, Nancy Baym, Advait Sarkar, Damian Borowiec, Priscilla Wong, Abigail Sellen
    Computer Supported Cooperative Work (CSCW) (2022)


  26. Download PDFBibTeX
    View as HTML
    PPIG Library
    arXiv:2208.06213
    What is it like to program with artificial intelligence?
    Advait Sarkar, Andrew D. Gordon, Carina Negreanu, Christian Poelitz, Sruti Srinivasa Ragavan, Ben Zorn
    Proceedings of the 33rd Annual Conference of the Psychology of Programming Interest Group (PPIG 2022)


  27. Download PDFBibTeX
    View as HTML
    CEUR Workshop Proceedings
    Is explainable AI a race against model complexity?
    Advait Sarkar
    Workshop on Transparency and Explanations in Smart Systems (TExSS 2022), at the 27th International Conference on Intelligent User Interfaces (IUI 2022)

  28. Download PDFBibTeX
    View as HTML
    IEEE Xplore
    DOI:
    10.1109/VL/HCC53370.2022.9833131

    Summary blog post
    End-user encounters with lambda abstraction in spreadsheets: Apollo's bow or Achilles' heel?
    Advait Sarkar, Sruti Srinivasa Ragavan, Jack Williams, Andrew D. Gordon
    2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)



  29. Download PDFBibTeX
    ACM Digital Library
    DOI: 10.1145/3491102.3501833
    Video (8 min)Video (30 sec)
    "It's Freedom to Put Things Where My Mind Wants": Understanding and Improving the User Experience of Structuring Data in Spreadsheets
    George Chalhoub, Advait Sarkar
    Proceedings of the ACM CHI Conference on Human Factors in Computing Systems (CHI 2022)
    Results from George's internship with me at MSR in 2021.

  30. Download PDFBibTeX
    ACM Digital Library
    DOI: 10.1145/3533406.3533417
    Video (8 min)
    Making Space for Social Time: Supporting Conversational Transitions Before, During, and After Video Meetings
    Carlos Gonzalez Diaz, John Tang, Advait Sarkar, Sean Rintel
    Proceedings of the ACM Symposium on Human-Computer Interaction for Work (CHIWORK 2022)
    Results from Carlos' internship at MSR in 2021.
  31. 2021
  32. Download PDFBibTeX
    ACM Digital Library
    DOI: 10.1145/3411764.3445634
    Video (5 min)Video (30 sec)
    Summary blog post
    Spreadsheet Comprehension: Guesswork, Giving Up and Going Back to the Author
    Sruti Srinivasa Ragavan, Advait Sarkar, Andrew D. Gordon
    Proceedings of the ACM CHI Conference on Human Factors in Computing Systems (CHI 2021)



  33. Download PDFBibTeX
    View as HTML
    DOI: 10.1145/3411763.3451793
    ACM Digital Library
    Video (5 min)Video (30 sec)
    Also presented as a poster
    Microsoft Research blog
    The promise and peril of parallel chat in video meetings for work
    Advait Sarkar, Sean Rintel, Damian Borowiec, Rachel Bergmann, Sharon Gillett, Danielle Bragg, Nancy Baym, Abigail Sellen
    Proceedings of the ACM CHI Conference on Human Factors in Computing Systems Extended Abstracts (CHI '21 Extended Abstracts)




  34. Download PDFBibTeX
    ACM Digital Library
    DOI: 10.1145/3411764.3445265
    Video (5 min)Video (30 sec)
    TweakIt: Supporting End-User Programmers Who Transmogrify Code
    Samuel Lau, Sruti Srinivasa Ragavan, Ken Milne, Titus Barik, Advait Sarkar
    Proceedings of the ACM CHI Conference on Human Factors in Computing Systems (CHI 2021)
    Results from Sam's internship with me at MSR in 2020.

  35. Download PDFBibTeX
    AoIR archives
    DOI: 10.5210/spir.v2021i0.12113
    Managing boundaries while working from home, 1960-present
    Hannah Zeavin, Nancy Baym, Rachel Bergmann, Advait Sarkar, Sean Rintel, Abigail Sellen, Devon Powers, Sierra Bray, Cynthia Barboza-Wilkes, Andrea Alarcon
    AoIR Selected Papers of Internet Research, 2021

  36. Download PDFBibTeX
    View as HTML
    AoIR archives
    DOI: 10.5210/spir.v2021i0.12113
    Video on/off: managing visibility in remote videoconferencing
    Nancy Baym, Rachel Bergmann, Sean Rintel, Advait Sarkar, Damian Borowiec, Abigail Sellen
    AoIR Selected Papers of Internet Research, 2021

  37. 2020
  38. Download PDFBibTeX
    IEEE Xplore
    DOI:
    10.1109/VL/HCC50065.2020.9127254

    Understanding and Inferring Units in Spreadsheets
    Jack Williams, Carina Negreanu, Andrew D. Gordon, Advait Sarkar
    2020 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)


  39. Download PDFBibTeX
    Cambridge Core
    Cambridge Core Share (open access)
    DOI: 10.1017/S0956796820000234
    ICFP presentation video
    Elastic Sheet-Defined Functions: Generalising Spreadsheet Functions to Variable-Size Input Arrays
    Matt McCutchen, Judith Borghouts, Andrew D. Gordon, Simon Peyton Jones, Advait Sarkar
    Journal of Functional Programming (JFP) (Volume 30, pp. e26)

    Results from Matt's internship at MSR in 2017.

  40. Download PDFBibTeX
    MSR publication page
    Methodology and Participation for 2020 Diary Study of Microsoft Employees Experiences in Remote Meetings During COVID-19
    Sean Rintel, Priscilla Wong, Advait Sarkar, Abigail Sellen
    Technical Report 2020-10-FOW-SIM1, Microsoft Research

  41. Download PDFBibTeX
    IEEE Xplore
    DOI: 10.1109/VL/HCC50065.2020.9127258
    Correspondence-based analogies for choosing problem representations in mathematics and computing education
    Aaron Stockdill, Daniel Raggi, Mateja Jamnik, Grecia Garcia Garcia, Holly Sutherland, Peter Cheng, Advait Sarkar
    2020 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)

  42. Download PDFBibTeX
    Springer
    Springer Nature SharedIt (open access)
    DOI: 10.1007/978-3-030-44914-8_27
    Higher-Order Spreadsheets with Spilled Arrays
    Jack Williams, Nima Joharizadeh, Andrew D. Gordon, Advait Sarkar
    Proceedings of the 29th European Symposium on Programming (ESOP 2020)



  43. Download PDFBibTeX
    Interactive project walkthrough
    Project on GitHub
    Excello: exploring spreadsheets for music composition
    Henry Mattinson, Advait Sarkar
    Proceedings of the International Conference on New Interfaces for Musical Expression (NIME 2020)
    This paper summarises Henry's undergraduate dissertation.

  44. Download PDFBibTeX
    DOI: 10.1145/3334480.3382806
    ACM Digital Library
    Gridlets: Reusing Spreadsheet Grids
    Nima Joharizadeh, Advait Sarkar, Andrew D. Gordon, Jack Williams
    Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems (CHI EA 2020)

  45. Download PDFBibTeX
    View as HTML
    DOI: 10.1145/3334480.3382807
    ACM Digital Library
    Spreadsheet Use and Programming Experience: an Exploratory Survey
    Advait Sarkar, Judith Willemijn Borghouts, Anusha Iyer, Sneha Khullar, Christian Canton, Felienne Hermans, Andrew D. Gordon, Jack Williams
    Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems (CHI EA 2020)


  46. Download PDFBibTeX
    CEUR Workshop Proceedings
    Cross-domain Correspondences for Explainable Recommendations
    Aaron Stockdill, Daniel Raggi, Mateja Jamnik, Grecia Garcia Garcia, Holly Sutherland, Peter Cheng, Advait Sarkar
    Workshop on Explainable Smart Systems for Algorithmic Transparency in Emerging Technologies (ExSS-ATEC 2020), held in conjunction with the 25th International Conference on Intelligent User Interfaces (IUI 2020)
  47. 2019
  48. Download PDFBibTeX
    ACM Digital Library
    DOI: 10.1145/3301275.3302268
    Summary blog post
    Assessing Public Perception of Self-Driving Cars: the Autonomous Vehicle Acceptance Model
    Charlie Hewitt, Ioannis Politis, Theocharis Amanatidis, Advait Sarkar
    Proceedings of the 24th International Conference on Intelligent User interfaces (IUI 2019)
    A summary of Charlie's project for my course on interaction design for AI. The papers below by Sam Bell, Jesse Mu and Sian Gooding are also results from the same course.

  49. Download PDFBibTeX
    DOI: 10.1145/3290607.3312975
    ACM Digital Library
    Also presented as a poster
    Summary blog post
    Do We Need Natural Language? Exploring Restricted Language Interfaces for Complex Domains
    Jesse Mu, Advait Sarkar
    Proceedings of the 37th Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA 2019)


  50. Download PDFBibTeX
    DOI: 10.1145/3290607.3313072
    ACM Digital Library
    Also presented as a poster
    Summary blog post
    Perceptions of Chatbots in Therapy
    Samuel Bell, Clara Wood, Advait Sarkar
    Proceedings of the 37th Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA 2019)


  51. Download PDFBibTeX
    PPIG Library
    Usability of Probabilistic Programming Languages
    Alan Blackwell, Luke Church, Martin Erwig, James Geddes, Andy Gordon, Maria Gorinova, Atilim Gunes Baydin, Bradley Gram-Hansen, Tobias Kohn, Neil Lawrence, Vikash Mansinghka, Brooks Paige, Tomas Petricek, Diana Robinson, Advait Sarkar, Oliver Strickson
    Proceedings of the 30th Annual Conference of the Psychology of Programming Interest Group (PPIG 2019)

  52. Download PDFBibTeX
    Springer
    DOI: 10.1007/978-3-030-30281-8_1
    End-User Probabilistic Programming
    Judith Borghouts, Advait Sarkar, Andrew D. Gordon, Neil Toronto
    International Conference on Quantitative Evaluation of Systems (QEST 2019) (pp. 3–24)

  53. Download PDFBibTeX
    ACL Web
    DOI: 10.18653/v1/W19-4024
    Summary blog post
    Comparative judgments are more consistent than binary classification for labelling word complexity
    Sian Gooding, Ekaterina Kochmar, Advait Sarkar, Alan Blackwell
    Proceedings of the 13th Linguistic Annotation Workshop (LAW XIII) (pp. 208–214), co-located with ACL 2019


  54. Download PDFBibTeX
    DOI: 10.48550/arXiv.1905.13072
    arXiv:1905.13072
    Somewhere Around That Number: An Interview Study of How Spreadsheet Users Manage Uncertainty
    Judith Borghouts, Andrew D. Gordon, Advait Sarkar, Kenton P. O'Hara, Neil Toronto
    arXiv preprint arXiv:1905.13072

  55. Download PDFBibTeX
    CEUR Workshop Proceedings
    Summary blog post
    Evaluating Rule-based Programming and Reinforcement Learning for Personalising an Intelligent System
    Ruixue Liu, Advait Sarkar, Erin Solovey, Sebastian Tschiatschek
    2nd Workshop on Explainable Smart Systems (ExSS 2019), held in conjunction with ACM Intelligent User Interfaces (IUI 2019)
    Results from Ruixue's internship with me at MSR in 2018.

  56. BibTeX
    Taylor & Francis
    DOI: 10.1080/09638288.2018.1563832
    PubMed
    Summary blog post
    Setwise comparison: efficient fine-grained rating of movement videos using algorithmic support - a proof of concept study
    Saskia Steinheimer, Jonas F. Dorn, Cecily Morrison, Advait Sarkar, Marcus D'Souza, Jacques Boisvert, Rishi Bedi, Jessica Burggraaff, Peter Kontschieder, Frank Dahlke, Abigail Sellen, Bernard M. J. Uitdehaag, Ludwig Kappos, Christian P. Kamm
    Disability and Rehabilitation, 2019
    Writeup of our 2016 CHI paper for a medical audience.
  57. 2018
  58. Download PDFBibTeX
    View as HTML
    IEEE Xplore
    DOI: 10.1109/VLHCC.2018.8506584
    Calculation View: multiple-representation editing in spreadsheets
    Advait Sarkar, Andrew D. Gordon, Simon Peyton Jones, Neil Toronto
    2018 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) (pp. 85–93)


  59. Download PDFBibTeX
    View as HTML
    PPIG Library
    Full proceedings
    How do people learn to use spreadsheets? (Work in progress)
    Advait Sarkar, Andrew D. Gordon
    Proceedings of the 29th Annual Conference of the Psychology of Programming Interest Group (PPIG 2018) (pp. 28–35)


  60. Download PDFBibTeX
    Springer
    DOI: 10.1007/978-3-319-91376-6_47
    Visualising latent semantic spaces for sense-making of natural language text
    Ana Šemrov, Alan F. Blackwell, Advait Sarkar
    Proceedings of the 10th International Conference on the Theory and Application of Diagrams, 2018 (DIAGRAMS 2018) (pp. 517–525)
    This paper summarises Ana's undergraduate dissertation.
  61. 2016
  62. Download PDFBibTeX
    IEEE Xplore
    DOI: 10.1109/VLHCC.2016.7739668
    System on GitHub
    Visual discovery and model-driven explanation of time series patterns
    Advait Sarkar, Martin Spott, Alan F. Blackwell, Mateja Jamnik
    2016 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) (pp. 78–86)
    🏆 Highly commended (honourable mention)

  63. Download PDFBibTeX
    ACM Digital Library
    DOI: 10.1145/2858036.2858199
    Video abstract
    Microsoft project showcase
    Summary blog post
    Setwise Comparison: Consistent, Scalable, Continuum Labels for Machine Learning
    Advait Sarkar, Cecily Morrison, Jonas F. Dorn, Rishi Bedi, Saskia Steinheimer, Jacques Boisvert, Jessica Burggraaff, Marcus D'Souza, Peter Kontschieder, Samuel Rota Bulò, Lorcan Walsh, Christian P. Kamm, Yordan Zaykov, Abigail Sellen, Siân E. Lindley
    Proceedings of the 34th Annual ACM Conference on Human Factors in Computing Systems (CHI 2016) (pp. 261–271)
    Plain English summary at Sparrho "Research Perspectives"


  64. Download PDFBibTeX
    Eurographics DL
    DOI: 10.2312/eurovisshort.20161173
    Summary blog post
    Clarifying hypotheses by sketching data
    Mariana Mărășoiu, Alan F. Blackwell, Advait Sarkar, Martin Spott
    18th Eurographics/IEEE VGTC Conference on Visualization, 2016 (EuroVis 2016)
    🏆 Honourable mention · This paper summarises Mariana's M.Phil. dissertation.

  65. Download PDFBibTeX
    ACM Digital Library
    DOI: 10.1145/2858036.2858221
    CHI presentation video
    Video abstract · Slides [PDF]
    A Live, Multiple-Representation Probabilistic Programming Environment for Novices
    Maria I. Gorinova, Advait Sarkar, Alan F. Blackwell, Don Syme
    Proceedings of the 34th Annual ACM Conference on Human Factors in Computing Systems (CHI 2016) (pp. 2533–2537)
    This paper summarises Maria's undergraduate dissertation.


  66. Download PDFBibTeX
    ACM Digital Library
    DOI: 10.1145/2851581.2892547
    Also presented as a poster
    Constructivist Design for Interactive Machine Learning
    Advait Sarkar
    Proceedings of the 34th Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA 2016) (pp. 1467–1475)
    Summary by Francisco Bernardo

  67. Download PDFBibTeX
    PPIG Library
    Full proceedings
    Towards spreadsheet tools for end-user music programming
    Advait Sarkar
    Proceedings of the 27th Annual Conference of the Psychology of Programming Interest Group (PPIG 2016) (pp. 228–231)

  68. Download PDFBibTeX
    PPIG Library
    Full proceedings
    Summary blog post
    A gaze-directed lens for touchless analytics
    Abhishek Chander, Advait Sarkar
    Proceedings of the 27th Annual Conference of the Psychology of Programming Interest Group (PPIG 2016) (pp. 232–241)
    This paper summarises Abhishek's undergraduate dissertation.

  69. Download PDFBibTeX
    IEEE Xplore
    DOI: 10.1109/VLHCC.2016.7739694
    Transforming Spreadsheets with Data Noodles
    Maria I. Gorinova, Advait Sarkar, Alan F. Blackwell, Karl Prince
    2016 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) (pp. 236–237)
  70. 2015 and older
  71. Download PDFBibTeX
    View as HTML
    IEEE Xplore
    DOI: 10.1109/VLHCC.2015.7357211
    Interactive visual machine learning in spreadsheets
    Advait Sarkar, Mateja Jamnik, Alan F. Blackwell, Martin Spott
    2015 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) (pp. 159–163)
    Commentary by Patrick Durusau

  72. Download PDFBibTeX
    IEEE Xplore
    DOI: 10.1109/VLHCC.2015.7357228
    Also presented as a poster
    Spreadsheet interfaces for usable machine learning
    Advait Sarkar
    2015 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) (pp. 283–284)


  73. Download PDFBibTeX
    PPIG Library
    Full proceedings
    Confidence, command, complexity: metamodels for structured interaction with machine intelligence
    Advait Sarkar
    Proceedings of the 26th Annual Conference of the Psychology of Programming Interest Group (PPIG 2015) (pp. 23–36)
    Early sketches of an idea that was much better expressed in Chapter 3 of my PhD. Please read and cite that instead ☺

  74. Download PDFBibTeX
    PPIG Library
    Full proceedings
    The impact of syntax colouring on program comprehension
    Advait Sarkar
    Proceedings of the 26th Annual Conference of the Psychology of Programming Interest Group (PPIG 2015) (pp. 49–58)
    Writeup of my project for Alan Blackwell's "Usability of Programming" MPhil course. · Blog post on IProgrammer · Hacker News discussion

  75. Download PDFBibTeX
    Eurographics DL
    DOI: 10.2312/eurovisshort.20151138
    Summary blog post
    Interaction with uncertainty in visualisations
    Advait Sarkar, Alan F. Blackwell, Mateja Jamnik, Martin Spott
    17th Eurographics/IEEE VGTC Conference on Visualization, 2015 (EuroVis 2015)
    "Perhaps my favorite short paper" [at EuroVis 2015] — Robert Kosara, Research Scientist at Tableau Software

  76. Download PDFBibTeX
    Springer
    Springer Nature SharedIt (open access)
    DOI: 10.1007/s11116-015-9599-9
    Comparing cities' cycling patterns using online shared bicycle maps
    Advait Sarkar, Neal Lathia, Cecilia Mascolo
    Transportation, 2015 (Volume 42, Issue 4, pp. 541–559. Special Issue: Emerging, Passively Generated Datasets for Travel Behavior and Policy Analysis)
    This article summarises much of my master's thesis.


  77. Download PDFBibTeX Visual analytics as end-user programming
    Advait Sarkar, Alan F. Blackwell, Mateja Jamnik, Martin Spott
    Psychology of Programming Interest Group Work-In-Progress Workshop, January 2015 (PPIG-WIP 2015)

  78. Download PDFBibTeX
    IEEE Xplore
    DOI: 10.1109/VLHCC.2014.6883022
    Teach and Try: A simple interaction technique for exploratory data modelling by end users
    Advait Sarkar, Alan F. Blackwell, Mateja Jamnik, Martin Spott
    2014 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) (pp. 53–56)
    Also presented as a poster at Microsoft Research Cambridge PhD Summer School 2014

  79. Download PDFBibTeX
    Full graduate symposium proceedings
    Hunches and Sketches: rapid interactive exploration of large datasets through approximate visualisations
    Advait Sarkar, Alan F. Blackwell, Mateja Jamnik, Martin Spott
    Proceedings of the 8th International Conference on the Theory and Application of Diagrams, Graduate Symposium, 2014 (DIAGRAMS 2014) (pp. 18–22)

Theses

  1. Download PDFBibTeX
    Cambridge Computer Laboratory Technical Report
    Interactive analytical modelling
    Advait Sarkar
    PhD, University of Cambridge, 2016
    If you would like to cite my PhD (thank you!), kindly cite it as 2016 (rather than the 2018 tech report).

  2. Pulse of the world's bicycles: towards data-driven methods for the design and administration of bicycle sharing systems
    Advait Sarkar
    Master's thesis, University of Cambridge, 2013

  3. An inductive logic programming system implemented in Haskell
    Advait Sarkar
    Undergraduate dissertation, University of Cambridge, 2012

Invited talks

  1. Panel discussion: How does AI change creative work processes and creative industries?
    Advait Sarkar
    The Future of Creative Work Conference 2024, Imperial Business Design Studio, Imperial College London, 16-17 September 2024

  2. When Copilot Becomes Autopilot: Generative AI's Critical Risk to Knowledge Work and a Critical Solution
    Advait Sarkar
    Glasgow Interactive Systems (GIST) Seminar, University of Glasgow, 13 June 2024
    Cambridge Society for the Application of Research (CSAR) award reception, University of Cambridge, 19 June 2024
    Invited keynote at the 2024 Annual Conference of the European Spreadsheet Risks Interest Group, London, 4 July 2024

  3. Does Code Still Matter? What Programming with AI is Really Like
    Advait Sarkar
    SAP Inspiration Sessions, 26 February 2024

  4. The Impact of Generative AI on the Creativity and Practice of Knowledge Work
    Advait Sarkar
    Invited lecture, Interaction Sciences (module for UCLIC Human-Computer Interaction MSc.), 4 December 2023
    UCL Interaction Centre, University College London

  5. Cogito, =SUM: The Hidden History of Spreadsheets and How They Transform the World
    [UCLIC talk listing]
    Advait Sarkar
    UCL Interaction Centre (UCLIC) Research Seminar Series, University College London, 1 March 2023

  6. Creativity on a schedule? How hybrid work affects collaborative research
    Advait Sarkar and Tianna Xu
    Symposium on Flexible Work: Hybrid Work and the 4-Day Workweek, 9 March 2022
    University of Edinburgh Business School (UEBS) and the Chartered Institute Of Personnel And Development (CIPD)

  7. Artificial intelligence: let's lose the hype and think practically [Video on YouTube]
    Advait Sarkar
    TEDx Cambridge University, March 2018

  8. After sight
    Advait Sarkar and Alex Taylor
    Ways of Machine Seeing, June 2017
    Cambridge Digital Humanities Network, Cultures of the Digital Economy Research Institute, and Cambridge Big Data
    A discussion of how assistive tools for the blind, driven by computer vision, can offer alternative perspectives on sight, and their ethical implications.

  9. Design uncertain: how might we present, compute, and interact with uncertainty?
    Advait Sarkar
    Invited lecture, BA Design Live project module on Designing Decisions, 24 February 2017
    Goldsmiths, University of London

  10. Mining bicycle sharing system data to uncover the pulse of the world's cities
    Advait Sarkar
    Workshop on Data Science for Smart Infrastructure, 31 May 2016
    Cambridge Big Data Strategic Research Initiative

  11. When artificial stupidity takes over the world
    Advait Sarkar
    A beautiful brAIn, Pint of Science UK, May 2016
    Press coverage: Cambridge TV interview

  12. Exploratory modelling tools for visual analytics
    Advait Sarkar
    Workshop on Visual and Cognitive Analytics
    The 35th Annual International Conference of the British Computer Society's Specialist Group on Artificial Intelligence (SGAI), December 2015 (AI-2015)

  13. Darwin and the Search for the Master Algorithm [talks.cam]
    Advait Sarkar
    Cambridge University Charles Darwin Society, 18 November 2015

  14. Improving the Usability of Analytics [Digital Service blog]
    Advait Sarkar
    Data Science Show and Tell, UK Government Digital Service, Cabinet Office, 11 December 2014

  15. Applied Probabilistic Algorithms for Big Data Analysis [PDF slides]
    Advait Sarkar
    University of Cambridge Computer Laboratory Research Students' Lecture Series, 3 November 2015 [talks.cam]
    Queens' College Wednesday Computer Science Talks, 13 May 2015 [Queens' compsci blog]
    University of Cambridge Computer Laboratory Research Students' Lecture Series, 28 October 2014 [talks.cam]
    University of Cambridge Computer Laboratory Research Students' Lecture Series, 1 May 2014 [talks.cam]

  16. Usability Issues in Mixed-Initative Visual Analytics [PDF slides]
    Alan F. Blackwell and Advait Sarkar
    Workshop on Visual Analytics — Present and Future of Human-Computer Interaction in Data Analytics
    The 33rd Annual International Conference of the British Computer Society's Specialist Group on Artificial Intelligence (SGAI), December 2013 (AI-2013)

Patents

  1. Generation of multi-dimensional array of intermediate values in multiple code executions, 2023
  2. Generation of interactive utterances of code tasks, 2023
  3. Model capability extraction, 2023
  4. Responding to task prompt on declarative code using language model, 2023
  5. Table column operations for spreadsheets (2), 2023
  6. Multi-endpoint mixed-reality meetings (3), 2022
  7. Multi-endpoint mixed-reality meetings (2), 2022
  8. Table column operations for spreadsheets, 2022
  9. Spreadsheet with reuse functionality, 2021
  10. System and method for generation and execution of elastic sheet-defined functions and arrays, 2019
  11. Spreadsheet cell calculation view providing multiple-representation editing, 2019
  12. Multi-endpoint mixed-reality meetings, 2019
  13. Natively handling approximate values in spreadsheet applications, 2019
  14. Managing electronic documents (2), 2017
  15. Managing electronic documents, 2017
  16. Managing electronic slide decks, 2017