Categories
books
2020
general
2021
2020
2019
papers
2021
[Paper] 'Everyone wants to do the model work, not the data work': Data Cascades in High-Stakes AI
chi2021
( Nithya Sambasivan, Shivani Kapania, Hannah Highfill, Diana Akrong, Praveen Kumar Paritosh, Lora Mois Aroyo)
( Nithya Sambasivan, Shivani Kapania, Hannah Highfill, Diana Akrong, Praveen Kumar Paritosh, Lora Mois Aroyo)
[Paper] 'Can I Not Be Suicidal on a Sunday?' Understanding Technology-Mediated Pathways to Mental Health Support
chi2021
( Sachin Pendse, Amit Sharma, Aditya Vashistha, Munmun De Choudhury, Neha Kumar)
( Sachin Pendse, Amit Sharma, Aditya Vashistha, Munmun De Choudhury, Neha Kumar)
[Paper] A Primer in BERTology: What We Know About How BERT Works
reading club
( Anna Rogers, Olga Kovaleva, Anna Rumshisky)
( Anna Rogers, Olga Kovaleva, Anna Rumshisky)
[Paper] Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI
reading club, facct2021
( Alon Jacovi, Ana Marasović, Tim Miller, Yoav Goldberg)
( Alon Jacovi, Ana Marasović, Tim Miller, Yoav Goldberg)
[Paper] We Are Dynamo: Overcoming Stalling and Friction in Collective Action for Crowd Workers
reading club, chi
( Niloufar Salehi, Lilly C. Irani, Michael S. Bernstein, Ali Alkhatib, Eva Ogbe, Kristy Millan, Clickhappier)
( Niloufar Salehi, Lilly C. Irani, Michael S. Bernstein, Ali Alkhatib, Eva Ogbe, Kristy Millan, Clickhappier)
[Paper] Datasheets for Datasets
reading club
( Timnit Gebru, Jamie Morgenstern, Briana Vecchione, Jennifer Wortman Vaughan, Hanna Wallach, Hal Daumé III, Kate Crawford)
( Timnit Gebru, Jamie Morgenstern, Briana Vecchione, Jennifer Wortman Vaughan, Hanna Wallach, Hal Daumé III, Kate Crawford)
[Paper] On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? 🦜
reading club, facct2021
( Emily M. Bender, Timnit Gebru, Angelina McMillan-Major, Margaret Mitchell)
( Emily M. Bender, Timnit Gebru, Angelina McMillan-Major, Margaret Mitchell)
[Paper] Explaining Explainability: Towards Social Transparency in AI Systems
reading club, chi2021
( Upol Ehsan, Q. Vera Liao, Michael Muller, Mark O. Riedl, Justin D. Weisz)
( Upol Ehsan, Q. Vera Liao, Michael Muller, Mark O. Riedl, Justin D. Weisz)
[Paper] From Optimizing Engagement to Measuring Value
reading club, facct2021
( Smitha Milli, Luca Belli, Moritz Hardt)
( Smitha Milli, Luca Belli, Moritz Hardt)
[Paper] Street-Level Algorithms: A Theory at the Gaps between Policy and Decisions
reading club, chi2019
( Ali Alkhatib, Michael Bernstein)
( Ali Alkhatib, Michael Bernstein)
[Paper] On the Legal Compatibility of Fairness Definitions
reading club, neurips
( Alice Xiang, Inioluwa Deborah Raji)
( Alice Xiang, Inioluwa Deborah Raji)
2020
[Paper] Development of a Machine Learning Model Using Multiple, Heterogeneous Data Sources to Estimate Weekly US Suicide Fatalities
( Daejin Choi, Steven A. Sumner, Kristin M. Holland, John Draper, Sean Murphy, Daniel A. Bowen, Marissa Zwald, Jing Wang, Royal Law, Jordan Taylor, Chaitanya Konjeti, Munmun De Choudhury)
( Daejin Choi, Steven A. Sumner, Kristin M. Holland, John Draper, Sean Murphy, Daniel A. Bowen, Marissa Zwald, Jing Wang, Royal Law, Jordan Taylor, Chaitanya Konjeti, Munmun De Choudhury)
[Paper] Generalists and Specialists: Using Community Embeddings to Quantify Activity Diversity in Online Platforms
reading club, www
( Isaac Walker, Ashton Anderson)
( Isaac Walker, Ashton Anderson)
[Paper] Psychosocial Effects of the COVID-19 Pandemic: Large-scale Quasi-Experimental Study on Social Media
( Koustuv Saha, John Torous, Eric D Caine, Munmun De Choudhury)
( Koustuv Saha, John Torous, Eric D Caine, Munmun De Choudhury)
[Paper] Biased Programmers? Or Biased Data? A Field Experiment in Operationalizing AI Ethics
( Bo Cowgill, Fabrizio Dell'Acqua, Samuel Deng, Daniel Hsu, Nakul Verma, Augustin Chaintreau)
( Bo Cowgill, Fabrizio Dell'Acqua, Samuel Deng, Daniel Hsu, Nakul Verma, Augustin Chaintreau)
[Paper] Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence
reading club
( Shakir Mohamed, Marie-Therese Png, William Isaac)
( Shakir Mohamed, Marie-Therese Png, William Isaac)
[Paper] The Complementary Nature of Perceived and Actual Time Spent Online in Measuring Digital Well-being
cscw2020
( Lillio Mok, Ashton Anderson)
( Lillio Mok, Ashton Anderson)
[Paper] Data and Power: Archival Appraisal Theory as a Framework for Data Preservation
reading club, cscw2020
( Sarita Y Schoenebeck, Paul Conway)
( Sarita Y Schoenebeck, Paul Conway)
[Paper] 'At the End of the Day Facebook Does What It Wants': How Users Experience Contesting Algorithmic Content Moderation
cscw2020
( Kristen Vaccaro, Christian Sandvig, Karrie G Karahalios)
( Kristen Vaccaro, Christian Sandvig, Karrie G Karahalios)
[Paper] Hidden Figures: Roles and Pathways of Successful OSS Contributors
cscw2020
( Bianca Trinkenreich, Mariam Guizani, Igor Wiese, Anita Sarma, Igor Steinmacher)
( Bianca Trinkenreich, Mariam Guizani, Igor Wiese, Anita Sarma, Igor Steinmacher)
[Paper] Mitigating Exploitation: Indie Game Developers' Reconfigurations of Labor in Technology
cscw2020
( Guo Freeman, Jeffrey Bardzell, Shaowen Bardzell, Nathan Mcneese)
( Guo Freeman, Jeffrey Bardzell, Shaowen Bardzell, Nathan Mcneese)
[Paper] Conformity of Eating Disorders through Content Moderation
cscw2020
( Jessica L. Feuston, Alex S. Taylor, Anne Marie Piper)
( Jessica L. Feuston, Alex S. Taylor, Anne Marie Piper)
[Paper] Moving Across Lands: Online Platform Migration in Fandom Communities
cscw2020
( Casey Fiesler, Brianna Dym)
( Casey Fiesler, Brianna Dym)
[Paper] Evaluating the fake news problem at the scale of the information ecosystem
( Jennifer Allen, Baird Howland, Markus Mobius, David Rothschild, Duncan Watts)
( Jennifer Allen, Baird Howland, Markus Mobius, David Rothschild, Duncan Watts)
[Paper] Deconstructing the Filter Bubble: User Decision-Making and Recommender Systems
reading club, recsys
( Guy Aridor, Duarte Goncalves, Shan Sikdar)
( Guy Aridor, Duarte Goncalves, Shan Sikdar)
[Paper] 'Data Strikes': Evaluating the Effectiveness of a New Form of Collective Action Against Technology Companies
reading club, www
( Nicholas Vincent, Brent Hecht, Shilad Sen)
( Nicholas Vincent, Brent Hecht, Shilad Sen)
[Paper] Improving fairness in machine learning systems: What do industry practitioners need?
chi2019, reading club
( Kenneth Holstein, Jennifer Wortman Vaughan, Hal Daumé III, Miro Dudík, Hanna Wallach)
( Kenneth Holstein, Jennifer Wortman Vaughan, Hal Daumé III, Miro Dudík, Hanna Wallach)
[Paper] Reliance on Metrics is a Fundamental Challenge for AI
reading club
( Rachel Thomas, David Uminsky)
( Rachel Thomas, David Uminsky)
[Paper] Why ask Why? Forward Causal Inference and Reverse Causal Questions
reading club
( Andrew Gelman, Guido Imbens)
( Andrew Gelman, Guido Imbens)
[Paper] Towards Fine-grained Flow Forecasting: a Graph Attention Approach for Bike Sharing Systems
reading club, www
( Suining He, Kang G. Shin)
( Suining He, Kang G. Shin)
[Paper] Information, incentives, and goals in election forecasts
( Andrew Gelman, Jessica Hullman, Christopher Wlezien)
( Andrew Gelman, Jessica Hullman, Christopher Wlezien)
[Paper] A Framework for Understanding Unintended Consequences of Machine Learning
reading club
( Harini Suresh, John V. Guttag)
( Harini Suresh, John V. Guttag)
[Paper] WES: Agent-based User Interaction Simulation on Real Infrastructure
reading club
( John Ahlgren, Maria Eugenia Berezin, Kinga Bojarczuk, Elena Dulskyte, Inna Dvortsova, Johann George, Natalija Gucevska, Mark Harman, Ralf Lämmel, Erik Meijer, Silvia Sapora, Justin Spahr-Summers)
( John Ahlgren, Maria Eugenia Berezin, Kinga Bojarczuk, Elena Dulskyte, Inna Dvortsova, Johann George, Natalija Gucevska, Mark Harman, Ralf Lämmel, Erik Meijer, Silvia Sapora, Justin Spahr-Summers)
[Paper] Equality of Opportunity in Supervised Learning
reading club, neurips
( Moritz Hardt, Eric Price, Nathan Srebro)
( Moritz Hardt, Eric Price, Nathan Srebro)
[Paper] The Media Coverage of the 2020 US Presidential Election Candidates through the Lens of Google's Top Stories
icwsm2020
( Anna Kawakami, Khonzodakhon Umarova, Eni Mustafaraj)
( Anna Kawakami, Khonzodakhon Umarova, Eni Mustafaraj)
[Paper] Auditing News Curation Systems: A Case Study Examining Algorithmic and Editorial Logic in Apple News
icwsm2020
( Jack Bandy, Nicholas Diakopoulos)
( Jack Bandy, Nicholas Diakopoulos)
[Paper] What is AI Literacy? Competencies and Design Considerations
chi2020, reading club
( Duri Long, Brian S Magerko)
( Duri Long, Brian S Magerko)
[Paper] Two Computational Models for Analyzing Political Attention in Social Media
icwsm2020
( Libby Hemphill, Angela M. Schöpke-Gonzalez)
( Libby Hemphill, Angela M. Schöpke-Gonzalez)
[Paper] Understanding deep learning requires rethinking generalization
iclr, reading club
( Chiyuan Zhang, Samy Bengio, Moritz Hardt, Benjamin Recht, Oriol Vinyals)
( Chiyuan Zhang, Samy Bengio, Moritz Hardt, Benjamin Recht, Oriol Vinyals)
[Paper] An Experimental Study of Structural Diversity in Social Networks
icwsm2020, reading club
( Jessica Su, Krishna Kamath, Aneesh Sharma, Johan Ugander, Sharad Goel)
( Jessica Su, Krishna Kamath, Aneesh Sharma, Johan Ugander, Sharad Goel)
[Paper] Local Trends in Global Music Streaming
icwsm2020
( Samuel F. Way, Jean Garcia-Gathright, Henriette Cramer)
( Samuel F. Way, Jean Garcia-Gathright, Henriette Cramer)
[Paper] Generative Models for Effective ML on Private, Decentralized Datasets
iclr, reading club
( Sean Augenstein, Brendan McMahan, Daniel Ramage, Swaroop Ramaswamy, Peter Kairouz, Mingqing Chen, Rajiv Mathews, Blaise Aguera-Arcas)
( Sean Augenstein, Brendan McMahan, Daniel Ramage, Swaroop Ramaswamy, Peter Kairouz, Mingqing Chen, Rajiv Mathews, Blaise Aguera-Arcas)
[Papers] Two recommender systems papers from the ICML Participatory Approaches to ML workshop
( many!)
( many!)
[Paper] What are you optimizing for? Aligning Recommender Systems with Human Values
( Jonathan Stray, Steven Adler, Dylan Hadfield-Menell)
( Jonathan Stray, Steven Adler, Dylan Hadfield-Menell)
[Paper] Measuring User Influence on Twitter: The Million Follower Fallacy
( Meeyoung Cha, Hamed Haddadi, Fabrício Benevenu Benevenuto, Krishna P. Gummadi)
( Meeyoung Cha, Hamed Haddadi, Fabrício Benevenu Benevenuto, Krishna P. Gummadi)
[Paper] Fragile Masculinity: Men, Gender, and Online Harassment
chi2020
( Jennifer D. Rubin, Lindsay Blackwell, Terri D. Conley)
( Jennifer D. Rubin, Lindsay Blackwell, Terri D. Conley)
[Paper] How Well Do People Report Time Spent on Facebook?: An Evaluation of Established Survey Questions with Recommendations
chi2020
( Sindhu Kiranmai Ernala, Moira Burke, Alex Leavitt, Nicole B. Ellison)
( Sindhu Kiranmai Ernala, Moira Burke, Alex Leavitt, Nicole B. Ellison)
[Paper] Acting the Part: Examining Information Operations Within #BlackLivesMatter Discourse
( Ahmer Arif, Leo Graiden Stewart, Kate Starbird)
( Ahmer Arif, Leo Graiden Stewart, Kate Starbird)
[Paper] Critical Race Theory for HCI
chi2020
( Ihudiya Finda Ogbonnaya-Ogburu, Angela D.R. Smith, Alexandra To, Kentaro Toyama)
( Ihudiya Finda Ogbonnaya-Ogburu, Angela D.R. Smith, Alexandra To, Kentaro Toyama)
[Paper] Taking Data Out of Context to Hyper-Personalize Ads: Crowdworkers' Privacy Perceptions and Decisions to Disclose Private Information
chi2020
( Julia Hanson, Miranda Wei, Sophie Veys, Matthew Kugler, Lior Strahilevitz, Blase Ur)
( Julia Hanson, Miranda Wei, Sophie Veys, Matthew Kugler, Lior Strahilevitz, Blase Ur)
[Paper] How Visualizing Inferential Uncertainty Can Mislead Readers About Treatment Effects in Scientific Results
chi2020
( Jake M. Hofman, Daniel G. Goldstein, Jessica Hullman)
( Jake M. Hofman, Daniel G. Goldstein, Jessica Hullman)
[Paper] Modeling Organizational Culture with Workplace Experiences Shared on Glassdoor
chi2020
( Vedant Das Swain, Koustuv Saha, Manikanta D. Reddy, Hemang Rajvanshy, Gregory D. Abowd, Munmun De Choudhury)
( Vedant Das Swain, Koustuv Saha, Manikanta D. Reddy, Hemang Rajvanshy, Gregory D. Abowd, Munmun De Choudhury)
[Paper] What's Wrong with Computational Notebooks? Pain Points, Needs, and Design Opportunities
chi2020
( Souti Chattopadhyay, Ishita Prasad, Austin Z. Henley, Anita Sarma, Titus Barik)
( Souti Chattopadhyay, Ishita Prasad, Austin Z. Henley, Anita Sarma, Titus Barik)
[Paper] Understanding and Visualizing Data Iteration in Machine Learning
chi2020
( Fred Hohman, Kanit Wongsuphasawat, Mary Beth Kery, Kayur Patel)
( Fred Hohman, Kanit Wongsuphasawat, Mary Beth Kery, Kayur Patel)
[Paper] How to Trick AI: Users' Strategies for Protecting Themselves from Automatic Personality Assessment
chi2020
( Sarah Theres Völkel, Renate Haeuslschmid, Anna Werner, Heinrich Hussmann, Andreas Butz)
( Sarah Theres Völkel, Renate Haeuslschmid, Anna Werner, Heinrich Hussmann, Andreas Butz)
[Paper] Emergent Self-Regulation Practices in Technology and Social Media Use of Individuals Living with Depression
chi2020
( Jordan Eschler, Eleanor R. Burgess, Madhu Reddy, David C. Mohr)
( Jordan Eschler, Eleanor R. Burgess, Madhu Reddy, David C. Mohr)
[Paper] Re-Shape: A Method to Teach Data Ethics for Data Science Education
chi2020
( Ben Rydal Shapiro, Amanda Meng, Cody O'Donnell, Charlotte Lou, Edwin Zhao, Bianca Dankwa, Andrew Hostetler)
( Ben Rydal Shapiro, Amanda Meng, Cody O'Donnell, Charlotte Lou, Edwin Zhao, Bianca Dankwa, Andrew Hostetler)
[Paper] Celebrating Everyday Success: Improving Engagement and Motivation using a System for Recording Daily Highlights
chi2020
( Daniel Avrahami, Kristin Williams, Matthew L. Lee, Nami Tokunaga, Yulius Tjahjadi, Jennifer Marlow)
( Daniel Avrahami, Kristin Williams, Matthew L. Lee, Nami Tokunaga, Yulius Tjahjadi, Jennifer Marlow)
[Paper] In-game and Out-of-game Social Anxiety Influences Player Motivations, Activities, and Experiences in MMORPGs
chi2020
( Martin Dechant, Susanne Poeller, Colby Johanson, Katelyn Wiley, Regan L. Mandryk)
( Martin Dechant, Susanne Poeller, Colby Johanson, Katelyn Wiley, Regan L. Mandryk)
[Paper] Computing Students' Learning Difficulties in HCI Education
chi2020
( Alannah Oleson, Meron Solomon, Amy J. Ko)
( Alannah Oleson, Meron Solomon, Amy J. Ko)
[Paper] Random, Messy, Funny, Raw: Finstas as Intimate Reconfigurations of Social Media
chi2020
( Sijia Xiao, Danae Metaxa, Joon Sung Park, Karrie Karahalios, Niloufar Salehi)
( Sijia Xiao, Danae Metaxa, Joon Sung Park, Karrie Karahalios, Niloufar Salehi)
[Paper] 'On Finsta I can say Hail Satan': Being Authentic but Disagreeable on Instagram
chi2020
( Lee Taber, Steve Whittaker)
( Lee Taber, Steve Whittaker)
[Paper] Data Everyday: Data Literacy Practices in a Division I Sports Context
chi2020
( Tamara Clegg, Daniel M. Greene, Nate Beard, Jasmine Brunson)
( Tamara Clegg, Daniel M. Greene, Nate Beard, Jasmine Brunson)
[Paper] Auditing Radicalization Pathways on YouTube
fat2020
( Manoel Horta Ribeiro, Raphael Ottoni, Robert West, Virgilio A. F. Almeida, Wagner Meira Jr.)
( Manoel Horta Ribeiro, Raphael Ottoni, Robert West, Virgilio A. F. Almeida, Wagner Meira Jr.)
[Paper] Presenting machine learning model information to clinical end users with model facts labels
( Mark P. Sendak, Michael Gao, Nathan Brajer, Suresh Balu)
( Mark P. Sendak, Michael Gao, Nathan Brajer, Suresh Balu)
[Paper] Methods in predictive techniques for mental health status on social media: a critical review
( Stevie Chancellor, Munmun De Choudhury)
( Stevie Chancellor, Munmun De Choudhury)
[Paper] Interpreting Interpretability: Understanding Data Scientists' Use of Interpretability Tools for Machine Learning
chi2020
( Harmanpreet Kaur, Harsha Nori, Samuel Jenkins, Rich Caruana, Hanna Wallach, Jennifer Wortman Vaughan)
( Harmanpreet Kaur, Harsha Nori, Samuel Jenkins, Rich Caruana, Hanna Wallach, Jennifer Wortman Vaughan)
[Paper] From Pick-Up Artists to Incels: A Data-Driven Sketch of the Manosphere
( Manoel Horta Ribeiro, Jeremy Blackburn, Barry Bradlyn, Emiliano De Cristofaro, Gianluca Stringhini, Summer Long, Stephanie Greenberg, Savvas Zannettou)
( Manoel Horta Ribeiro, Jeremy Blackburn, Barry Bradlyn, Emiliano De Cristofaro, Gianluca Stringhini, Summer Long, Stephanie Greenberg, Savvas Zannettou)
[Paper] Proposed Guidelines for the Responsible Use of Explainable Machine Learning
( Patrick Hall, Navdeep Gill, Nicholas Schmidt)
( Patrick Hall, Navdeep Gill, Nicholas Schmidt)
[Paper] Watching You Watch: The Tracking Ecosystem of Over-the-Top TV Streaming Devices
( Hooman Mohajeri Moghaddam, Gunes Acar, Ben Burgess, Arunesh Mathur, Danny Yuxing Huang, Nick Feamster, Edward W. Felten, Prateek Mittal, Arvind Narayanan)
( Hooman Mohajeri Moghaddam, Gunes Acar, Ben Burgess, Arunesh Mathur, Danny Yuxing Huang, Nick Feamster, Edward W. Felten, Prateek Mittal, Arvind Narayanan)
[Paper] A Comparison of Approaches to Advertising Measurement: Evidence from Big Field Experiments at Facebook
( Brett Gordon, Florian Zettelmeyer, Neha Bhargava, Dan Chapsky)
( Brett Gordon, Florian Zettelmeyer, Neha Bhargava, Dan Chapsky)
[Paper] Norms Matter: Contrasting Social Support Around Behavior Change in Online Weight Loss Communities
( Stevie Chancellor, Andrea Hu, Munmun de Choudhury)
( Stevie Chancellor, Andrea Hu, Munmun de Choudhury)
[Paper] Multimodal Classification of Moderated Online Pro-Eating Disorder Content
( Stevie Chancellor, Yannis Kalantidis, Jessica Pater, Munmun De Choudhury, David Shamma)
( Stevie Chancellor, Yannis Kalantidis, Jessica Pater, Munmun De Choudhury, David Shamma)
[Paper] 'This Post Will Just Get Taken Down': Characterizing Removed Pro-Eating Disorder Content on Social Media
( Stevie Chancellor, Zhiyuan (Jerry) Liu, Munmun de Choudhury)
( Stevie Chancellor, Zhiyuan (Jerry) Liu, Munmun de Choudhury)
[Paper] Competition and Crowd-out for Brand Keywords in Sponsored Search
( Andrey Simonov, Chris Nosko, Justin Rao)
( Andrey Simonov, Chris Nosko, Justin Rao)
[Paper] Firms' Reactions to Public Information on Business Practices: Case of Search Advertising
( Justin Rao, Andrey Simonov)
( Justin Rao, Andrey Simonov)
2019
[Paper] Discrimination in the Age of Algorithms (2/2)
( Jon Kleinberg, Jens Ludwig, Sendhil Mullainathan, Cass R Sunstein)
( Jon Kleinberg, Jens Ludwig, Sendhil Mullainathan, Cass R Sunstein)
[Paper] Discrimination in the Age of Algorithms (1/2)
( Jon Kleinberg, Jens Ludwig, Sendhil Mullainathan, Cass R Sunstein)
( Jon Kleinberg, Jens Ludwig, Sendhil Mullainathan, Cass R Sunstein)
[Paper] Me, My Echo Chamber, and I: Introspection on Social Media Polarization
( Nabeel Gillani, Ann Yuan, Martin Saveski, Soroush Vosoughi, Deb Roy)
( Nabeel Gillani, Ann Yuan, Martin Saveski, Soroush Vosoughi, Deb Roy)
[Paper] Who is the 'Human' in Human-Centered Machine Learning: The Case of Predicting Mental Health from Social Media
( Stevie Chancellor, Eric P.S. Baumer, Munmun De Choudhury)
( Stevie Chancellor, Eric P.S. Baumer, Munmun De Choudhury)
[Paper] Bayesian Multilevel Estimation with Poststratification: State-Level Estimates from National Polls
( David K. Park, Andrew Gelman, Joseph Bafumi)
( David K. Park, Andrew Gelman, Joseph Bafumi)
[Paper] A Taxonomy of Ethical Tensions in Inferring Mental Health States from Social Media (part 2/2)
( Stevie Chancellor, Michael Birnbaum, Eric Caine, Vince Silenzio, Munmun De Choudhury)
( Stevie Chancellor, Michael Birnbaum, Eric Caine, Vince Silenzio, Munmun De Choudhury)
[Paper] A Taxonomy of Ethical Tensions in Inferring Mental Health States from Social Media (part 1/2)
( Stevie Chancellor, Michael Birnbaum, Eric Caine, Vince Silenzio, Munmun De Choudhury)
( Stevie Chancellor, Michael Birnbaum, Eric Caine, Vince Silenzio, Munmun De Choudhury)
[Paper] A Bayesian Cognition Approach to Improve Data Visualization
( Yea-Seul Kim, Logan A Walls, Peter Krafft, Jessica Hullman)
( Yea-Seul Kim, Logan A Walls, Peter Krafft, Jessica Hullman)
[Paper] Model Cards for Model Reporting
( Margaret Mitchell, Simone Wu, Andrew Zaldivar, Parker Barnes, Lucy Vasserman, Ben Hutchinson, Elena Spitzer, Inioluwa Deborah Raji, Timnit Gebru)
( Margaret Mitchell, Simone Wu, Andrew Zaldivar, Parker Barnes, Lucy Vasserman, Ben Hutchinson, Elena Spitzer, Inioluwa Deborah Raji, Timnit Gebru)
[Paper] The Curse of Knowledge in Visual Data Communication
( Cindy Xiong, Lisanne van Weelden, Steven Franconeri)
( Cindy Xiong, Lisanne van Weelden, Steven Franconeri)
projects
2020
2019
self
spark
2020
Portable Scalable Data Visualization Techniques for Apache Spark and Python Notebook-based Analytics