| 2026 | CHI | Exploring the Future of AI in Clinical Collaboration: A Study on Tumor Board Case Preparation. | Jiachen Li, Amanda K. Hall, Ruican Rachel Zhong, Selin S. Everett, Alyssa Unell, Hanwen Xu, Matthias Blondeel, Jonathan Carlson, Katie Claveau, Thulasee Jose, Tristan Naumann, David C. Rhew, Naiteek Sangani, Frank Tuan, James Weinstein, Varun Mishra, Elizabeth D. Mynatt, T. Scott Saponas, Hao Qiu, Leonardo Schettini, Joseph Samuel Preston, Aiden Gu, Naoto Usuyama, Zelalem Gero, Cliff Wong, Noel Christopher Codella, Hoifung Poon, Shrey Jain, Matthew P. Lungren, Eric Horvitz |
| 2026 | EACL | Tandem Training for Language Models. | Robert West, Ashton Anderson, Ece Kamar, Eric Horvitz |
| 2025 | ACL | Navigating Rifts in Human-LLM Grounding: Study and Benchmark. | Omar Shaikh, Hussein Mozannar, Gagan Bansal, Adam Fourney, Eric Horvitz |
| 2025 | ICLR | Utility-Directed Conformal Prediction: A Decision-Aware Framework for Actionable Uncertainty Quantification. | Santiago Cortes-Gomez, Carlos Miguel Patio, Yewon Byun, Steven Wu, Eric Horvitz, Bryan Wilder |
| 2025 | ICLR | Improving Instruction-Following in Language Models through Activation Steering. | Alessandro Stolfo, Vidhisha Balachandran, Safoora Yousefi, Eric Horvitz, Besmira Nushi |
| 2025 | UIST | Creating General User Models from Computer Use. | Omar Shaikh, Shardul Sapkota, Shan Rizvi, Eric Horvitz, Joon Sung Park, Diyi Yang, Michael S. Bernstein |
| 2024 | AAAI | When to Show a Suggestion? Integrating Human Feedback in AI-Assisted Programming. | Hussein Mozannar, Gagan Bansal, Adam Fourney, Eric Horvitz |
| 2024 | CHI | Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming. | Hussein Mozannar, Gagan Bansal, Adam Fourney, Eric Horvitz |
| 2024 | ICMI | "Is This It?": Towards Ecologically Valid Benchmarks for Situated Collaboration. | Dan Bohus, Sean Andrist, Yuwei Bao, Eric Horvitz, Ann Paradiso |
| 2023 | AISTATS | Ideal Abstractions for Decision-Focused Learning. | Michael Poli, Stefano Massaroli, Stefano Ermon, Bryan Wilder, Eric Horvitz |
| 2022 | AAAI | A Search Engine for Discovery of Scientific Challenges and Directions. | Dan Lahav, Jon Saad-Falcon, Bailey Kuehl, Sophie Johnson, Sravanthi Parasa, Noam Shomron, Duen Horng Chau, Diyi Yang, Eric Horvitz, Daniel S. Weld, Tom Hope |
| 2022 | CHI | Bursting Scientific Filter Bubbles: Boosting Innovation via Novel Author Discovery. | Jason Portenoy, Marissa Radensky, Jevin D. West, Eric Horvitz, Daniel S. Weld, Tom Hope |
| 2022 | ICMI | Continual Learning about Objects in the Wild: An Interactive Approach. | Dan Bohus, Sean Andrist, Ashley Feniello, Nick Saw, Eric Horvitz |
| 2022 | ICMI | On the Horizon: Interactive and Compositional Deepfakes. | Eric Horvitz |
| 2021 | AAAI | Is the Most Accurate AI the Best Teammate? Optimizing AI for Teamwork. | Gagan Bansal, Besmira Nushi, Ece Kamar, Eric Horvitz, Daniel S. Weld |
| 2021 | CVPR | Understanding Failures of Deep Networks via Robust Feature Extraction. | Sahil Singla, Besmira Nushi, Shital Shah, Ece Kamar, Eric Horvitz |
| 2021 | ICML | Exploiting structured data for learning contagious diseases under incomplete testing. | Maggie Makar, Lauren West, David Hooper, Eric Horvitz, Erica Shenoy, John V. Guttag |
| 2021 | KDD | Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature. | Yu Wang, Jinchao Li, Tristan Naumann, Chenyan Xiong, Hao Cheng, Robert Tinn, Cliff Wong, Naoto Usuyama, Richard Rogahn, Zhihong Shen, Yang Qin, Eric Horvitz, Paul N. Bennett, Jianfeng Gao, Hoifung Poon |
| 2021 | MMSys | AMP: authentication of media via provenance. | Paul England, Henrique S. Malvar, Eric Horvitz, Jack W. Stokes, Cdric Fournet, Rebecca Burke-Aguero, Amaury Chamayou, Sylvan Clebsch, Manuel Costa, John Deutscher, Shabnam Erfani, Matt Gaylor, Andrew Jenks, Kevin Kane, Elissa M. Redmiles, Alex Shamis, Isha Sharma, John C. Simmons, Sam Wenker, Anika Zaman |
| 2021 | NAACL | Extracting a Knowledge Base of Mechanisms from COVID-19 Papers. | Tom Hope, Aida Amini, David Wadden, Madeleine van Zuylen, Sravanthi Parasa, Eric Horvitz, Daniel S. Weld, Roy Schwartz, Hannaneh Hajishirzi |
| 2021 | WSDM | Population-Scale Study of Human Needs During the COVID-19 Pandemic: Analysis and Implications. | Jina Suh, Eric Horvitz, Ryen W. White, Tim Althoff |
| 2020 | AAAI | Metareasoning in Modular Software Systems: On-the-Fly Configuration Using Reinforcement Learning with Rich Contextual Representations. | Aditya Modi, Debadeepta Dey, Alekh Agarwal, Adith Swaminathan, Besmira Nushi, Sean Andrist, Eric Horvitz |
| 2020 | ACL | Recollection versus Imagination: Exploring Human Memory and Cognition via Neural Language Models. | Maarten Sap, Eric Horvitz, Yejin Choi, Noah A. Smith, James W. Pennebaker |
| 2020 | CVPR | SQuINTing at VQA Models: Introspecting VQA Models With Sub-Questions. | Ramprasaath R. Selvaraju, Purva Tendulkar, Devi Parikh, Eric Horvitz, Marco Tlio Ribeiro, Besmira Nushi, Ece Kamar |
| 2020 | EMNLP | SciSight: Combining faceted navigation and research group detection for COVID-19 exploratory scientific search. | Tom Hope, Jason Portenoy, Kishore Vasan, Jonathan Borchardt, Eric Horvitz, Daniel S. Weld, Marti A. Hearst, Jevin West |
| 2020 | HRI | Now, Over Here: Leveraging Extended Attentional Capabilities in Human-Robot Interaction. | Xiang Zhi Tan, Sean Andrist, Dan Bohus, Eric Horvitz |
| 2020 | IJCAI | Learning to Complement Humans. | Bryan Wilder, Eric Horvitz, Ece Kamar |
| 2020 | KDD | An Empirical Analysis of Backward Compatibility in Machine Learning Systems. | Megha Srivastava, Besmira Nushi, Ece Kamar, Shital Shah, Eric Horvitz |
| 2020 | WWW | Characterizing Search-Engine Traffic to Internet Research Agency Web Properties. | Alexander Spangher, Gireeja Ranade, Besmira Nushi, Adam Fourney, Eric Horvitz |
| 2019 | AAAI | Reverse-Engineering Satire, or "Paper on Computational Humor Accepted despite Making Serious Advances". | Robert West, Eric Horvitz |
| 2019 | AAAI | Updates in Human-AI Teams: Understanding and Addressing the Performance/Compatibility Tradeoff. | Gagan Bansal, Besmira Nushi, Ece Kamar, Daniel S. Weld, Walter S. Lasecki, Eric Horvitz |
| 2019 | AAAI | Traffic Updates: Saying a Lot While Revealing a Little. | John Krumm, Eric Horvitz |
| 2019 | AAAI | Separating Wheat from Chaff: Joining Biomedical Knowledge and Patient Data for Repurposing Medications. | Galia Nordon, Gideon Koren, Varda Shalev, Eric Horvitz, Kira Radinsky |
| 2019 | AAAI | Overcoming Blind Spots in the Real World: Leveraging Complementary Abilities for Joint Execution. | Ramya Ramakrishnan, Ece Kamar, Besmira Nushi, Debadeepta Dey, Julie Shah, Eric Horvitz |
| 2019 | CHI | Guidelines for Human-AI Interaction. | Saleema Amershi, Daniel S. Weld, Mihaela Vorvoreanu, Adam Fourney, Besmira Nushi, Penny Collisson, Jina Suh, Shamsi T. Iqbal, Paul N. Bennett, Kori Inkpen, Jaime Teevan, Ruth Kikin-Gil, Eric Horvitz |
| 2019 | HCOMP | Beyond Accuracy: The Role of Mental Models in Human-AI Team Performance. | Gagan Bansal, Besmira Nushi, Ece Kamar, Walter S. Lasecki, Daniel S. Weld, Eric Horvitz |
| 2019 | ICLR | Bias Correction of Learned Generative Models via Likelihood-free Importance Weighting. | Aditya Grover, Jiaming Song, Ashish Kapoor, Kenneth Tran, Alekh Agarwal, Eric Horvitz, Stefano Ermon |
| 2019 | SIGIR | Optimal Freshness Crawl Under Politeness Constraints. | Andrey Kolobov, Yuval Peres, Eyal Lubetzky, Eric Horvitz |
| 2018 | AAAI | Optimizing Interventions via Offline Policy Evaluation: Studies in Citizen Science. | Avi Segal, Kobi Gal, Ece Kamar, Eric Horvitz, Grant Miller |
| 2018 | AMIA | Learning about Life-Saving Interventions to Predict the Risk of Acute Organ Failures. | Dae Hyun Lee, Meliha Yetisgen, Eric Horvitz |
| 2018 | HCOMP | Towards Accountable AI: Hybrid Human-Machine Analyses for Characterizing System Failure. | Besmira Nushi, Ece Kamar, Eric Horvitz |
| 2017 | AAAI | Long-Term Trends in the Public Perception of Artificial Intelligence. | Ethan Fast, Eric Horvitz |
| 2017 | AAAI | Risk-Aware Planning: Methods and Case Study for Safer Driving Routes. | John Krumm, Eric Horvitz |
| 2017 | AAAI | Identifying Unknown Unknowns in the Open World: Representations and Policies for Guided Exploration. | Himabindu Lakkaraju, Ece Kamar, Rich Caruana, Eric Horvitz |
| 2017 | AAAI | Predicting Mortality of Intensive Care Patients via Learning about Hazard. | Dae Hyun Lee, Eric Horvitz |
| 2017 | AAAI | On Human Intellect and Machine Failures: Troubleshooting Integrative Machine Learning Systems. | Besmira Nushi, Ece Kamar, Eric Horvitz, Donald Kossmann |
| 2017 | CIKM | Geographic and Temporal Trends in Fake News Consumption During the 2016 US Presidential Election. | Adam Fourney, Mikls Z. Rcz, Gireeja Ranade, Markus Mobius, Eric Horvitz |
| 2017 | EMNLP | Filling the Blanks (hint: plural noun) for Mad Libs Humor. | Nabil Hossain, John Krumm, Lucy Vanderwende, Eric Horvitz, Henry A. Kautz |
| 2017 | HOTNETS | Wi-Fly: Widespread Opportunistic Connectivity via Commercial Air Transport. | Talal Ahmad, Ranveer Chandra, Ashish Kapoor, Michael Daum, Eric Horvitz |
| 2017 | WWW | Harnessing the Web for Population-Scale Physiological Sensing: A Case Study of Sleep and Performance. | Tim Althoff, Eric Horvitz, Ryen W. White, Jamie M. Zeitzer |
| 2016 | CHI | On the Future of Personal Assistants. | Phil Cohen, Adam Cheyer, Eric Horvitz, Rana El Kaliouby, Steve Whittaker |
| 2016 | CHI | Toward a Learning Science for Complex Crowdsourcing Tasks. | Shayan Doroudi, Ece Kamar, Emma Brunskill, Eric Horvitz |
| 2016 | EMNLP | Identifying Dogmatism in Social Media: Signals and Models. | Ethan Fast, Eric Horvitz |
| 2016 | HRI | Are You Messing with Me?: Querying about the Sincerity of Interactions in the Open World. | Sean Andrist, Dan Bohus, Zhou Yu, Eric Horvitz |
| 2016 | IJCAI | Intervention Strategies for Increasing Engagement in Crowdsourcing: Platform, Predictions, and Experiments. | Avi Segal, Ya'akov (Kobi) Gal, Ece Kamar, Eric Horvitz, Alex Bowyer, Grant Miller |
| 2016 | KDD | Detecting Devastating Diseases in Search Logs. | John Paparrizos, Ryen W. White, Eric Horvitz |
| 2015 | CHI | Exploring Time-Dependent Concerns about Pregnancy and Childbirth from Search Logs. | Adam Fourney, Ryen W. White, Eric Horvitz |
| 2015 | HCOMP | Identifying and Accounting for Task-Dependent Bias in Crowdsourcing. | Ece Kamar, Ashish Kapoor, Eric Horvitz |
| 2015 | HCOMP | Learning to Hire Teams. | Adish Singla, Eric Horvitz, Pushmeet Kohli, Andreas Krause |
| 2015 | ICMI | Connections: 2015 ICMI Sustained Accomplishment Award Lecture. | Eric Horvitz |
| 2015 | IJCAI | Metareasoning for Planning Under Uncertainty. | Christopher H. Lin, Andrey Kolobov, Ece Kamar, Eric Horvitz |
| 2015 | IJCAI | Information Gathering in Networks via Active Exploration. | Adish Singla, Eric Horvitz, Pushmeet Kohli, Ryen White, Andreas Krause |
| 2015 | KDD | A Deep Hybrid Model for Weather Forecasting. | Aditya Grover, Ashish Kapoor, Eric Horvitz |
| 2015 | KDD | Inside Jokes: Identifying Humorous Cartoon Captions. | Dafna Shahaf, Eric Horvitz, Robert Mankoff |
| 2015 | WWW | Events and Controversies: Influences of a Shocking News Event on Information Seeking. | Danai Koutra, Paul N. Bennett, Eric Horvitz |
| 2015 | WWW | Diagnoses, Decisions, and Outcomes: Web Search as Decision Support for Cancer. | Michael J. Paul, Ryen W. White, Eric Horvitz |
| 2015 | SIGdial | Incremental Coordination: Attention-Centric Speech Production in a Physically Situated Conversational Agent. | Zhou Yu, Dan Bohus, Eric Horvitz |
| 2014 | AAAI | Signals in the Silence: Models of Implicit Feedback in a Recommendation System for Crowdsourcing. | Christopher H. Lin, Ece Kamar, Eric Horvitz |
| 2014 | AAAI | Stochastic Privacy. | Adish Singla, Eric Horvitz, Ece Kamar, Ryen White |
| 2014 | CSCW | Characterizing and predicting postpartum depression from shared facebook data. | Munmun De Choudhury, Scott Counts, Eric Horvitz, Aaron Hoff |
| 2014 | ICMI | Managing Human-Robot Engagement with Forecasts and... | Dan Bohus, Eric Horvitz |
| 2014 | ICMI | Natural Communication about Uncertainties in Situated Interaction. | Tomislav Pejsa, Dan Bohus, Michael F. Cohen, Chit W. Saw, James Mahoney, Eric Horvitz |
| 2014 | KDD | Data, predictions, and decisions in support of people and society. | Eric Horvitz |
| 2014 | WWW | From devices to people: attribution of search activity in multi-user settings. | Ryen W. White, Ahmed Hassan Awadallah, Adish Singla, Eric Horvitz |
| 2014 | SIGIR | Time-critical search. | Nina Mishra, Ryen W. White, Samuel Ieong, Eric Horvitz |
| 2014 | SIGIR | Enhancing personalization via search activity attribution. | Adish Singla, Ryen W. White, Ahmed Hassan Awadallah, Eric Horvitz |
| 2013 | AAAI | Automated Workflow Synthesis. | Haoqi Zhang, Eric Horvitz, David C. Parkes |
| 2013 | CHI | Predicting postpartum changes in emotion and behavior via social media. | Munmun De Choudhury, Scott Counts, Eric Horvitz |
| 2013 | CHI | Patient-clinician communication: the roadmap for HCI. | Lauren Wilcox, Rupa A. Patel, Anthony L. Back, Mary Czerwinski, Paul N. Gorman, Eric Horvitz, Wanda Pratt |
| 2013 | CSCW | Major life changes and behavioral markers in social media: case of childbirth. | Munmun De Choudhury, Scott Counts, Eric Horvitz |
| 2013 | HCOMP | Volunteering Versus Work for Pay: Incentives and Tradeoffs in Crowdsourcing. | Andrew Mao, Ece Kamar, Yiling Chen, Eric Horvitz, Megan E. Schwamb, Chris J. Lintott, Arfon M. Smith |
| 2013 | HCOMP | Why Stop Now? Predicting Worker Engagement in Online Crowdsourcing. | Andrew Mao, Ece Kamar, Eric Horvitz |
| 2013 | HRI | Execution memory for grounding and coordination. | Stephanie Rosenthal, Sarjoun Skaff, Manuela M. Veloso, Dan Bohus, Eric Horvitz |
| 2013 | IJCAI | Lifelong Learning for Acquiring the Wisdom of the Crowd. | Ece Kamar, Ashish Kapoor, Eric Horvitz |
| 2013 | IJCAI | Look versus Leap: Computing Value of Information with High-Dimensional Streaming Evidence. | Stephanie Rosenthal, Dan Bohus, Ece Kamar, Eric Horvitz |
| 2013 | ICWSM | Predicting Depression via Social Media. | Munmun De Choudhury, Michael Gamon, Scott Counts, Eric Horvitz |
| 2013 | ICWSM | Crowdphysics: Planned and Opportunistic Crowdsourcing for Physical Tasks. | Adam Sadilek, John Krumm, Eric Horvitz |
| 2013 | WWW | From cookies to cooks: insights on dietary patterns via analysis of web usage logs. | Robert West, Ryen W. White, Eric Horvitz |
| 2013 | SIGIR | Here and there: goals, activities, and predictions about location from geotagged queries. | Robert West, Ryen W. White, Eric Horvitz |
| 2013 | SIGIR | Workshop on health search and discovery: helping users and advancing medicine. | Ryen W. White, Elad Yom-Tov, Eric Horvitz, Eugene Agichtein, William R. Hersh |
| 2013 | SIGIR | Pursuing insights about healthcare utilization via geocoded search queries. | Shuang-Hong Yang, Ryen W. White, Eric Horvitz |
| 2013 | WSDM | Pairwise ranking aggregation in a crowdsourced setting. | Xi Chen, Paul N. Bennett, Kevyn Collins-Thompson, Eric Horvitz |
| 2013 | WSDM | Mining the web to predict future events. | Kira Radinsky, Eric Horvitz |
| 2012 | AAAI | Learning to Learn: Algorithmic Inspirations from Human Problem Solving. | Ashish Kapoor, Bongshin Lee, Desney S. Tan, Eric Horvitz |
| 2012 | AAAI | Performance and Preferences: Interactive Refinement of Machine Learning Procedures. | Ashish Kapoor, Bongshin Lee, Desney S. Tan, Eric Horvitz |
| 2012 | AAMAS | Incentives for truthful reporting in crowdsourcing. | Ece Kamar, Eric Horvitz |
| 2012 | AAMAS | Combining human and machine intelligence in large-scale crowdsourcing. | Ece Kamar, Severin Hacker, Eric Horvitz |
| 2012 | AAMAS | Task routing for prediction tasks. | Haoqi Zhang, Eric Horvitz, Yiling Chen, David C. Parkes |
| 2012 | CHI | Direct answers for search queries in the long tail. | Michael S. Bernstein, Jaime Teevan, Susan T. Dumais, Daniel J. Liebling, Eric Horvitz |
| 2012 | CHI | Human computation tasks with global constraints. | Haoqi Zhang, Edith Law, Rob Miller, Krzysztof Gajos, David C. Parkes, Eric Horvitz |
| 2012 | CVPR | Memory constrained face recognition. | Ashish Kapoor, Simon Baker, Sumit Basu, Eric Horvitz |
| 2012 | HCOMP | Personalized Online Education - A Crowdsourcing Challenge. | Daniel S. Weld, Eytan Adar, Lydia B. Chilton, Raphael Hoffmann, Eric Horvitz, Mitchell Koch, James A. Landay, Christopher H. Lin, Mausam |
| 2012 | KDD | Metro maps of science. | Dafna Shahaf, Carlos Guestrin, Eric Horvitz |
| 2012 | NAACL | Towards Situated Collaboration. | Dan Bohus, Ece Kamar, Eric Horvitz |
| 2012 | WWW | Modeling and predicting behavioral dynamics on the web. | Kira Radinsky, Krysta M. Svore, Susan T. Dumais, Jaime Teevan, Alex Bocharov, Eric Horvitz |
| 2012 | WWW | Trains of thought: generating information maps. | Dafna Shahaf, Carlos Guestrin, Eric Horvitz |
| 2012 | SIGIR | Studies of the onset and persistence of medical concerns in search logs. | Ryen W. White, Eric Horvitz |
| 2011 | CHI | Peripheral computing during presentations: perspectives on costs and preferences. | Shamsi T. Iqbal, Jonathan Grudin, Eric Horvitz |
| 2011 | CHI | Hang on a sec!: effects of proactive mediation of phone conversations while driving. | Shamsi T. Iqbal, Eric Horvitz, Yun-Cheng Ju, Ella Mathews |
| 2011 | CHI | Characterizing patient-friendly "micro-explanations"of medical events. | Lauren Wilcox, Dan Morris, Desney S. Tan, Justin Gatewood, Eric Horvitz |
| 2011 | ICMI | Decisions about turns in multiparty conversation: from perception to action. | Dan Bohus, Eric Horvitz |
| 2011 | IUI | Bricks, arches, and cathedrals: reflections on paths to deeper human-computer symbioses. | Eric Horvitz |
| 2011 | SIGIR | Intentions and attention in exploratory health search. | Marc-Allen Cartright, Ryen W. White, Eric Horvitz |
| 2011 | SIGIR | The effects of choice in routing relevance judgments. | Edith Law, Paul N. Bennett, Eric Horvitz |
| 2011 | SIGdial | Multiparty Turn Taking in Situated Dialog: Study, Lessons, and Directions. | Dan Bohus, Eric Horvitz |
| 2010 | AAAI | Generalized Task Markets for Human and Machine Computation. | Dafna Shahaf, Eric Horvitz |
| 2010 | CHI | What's your idea?: a case study of a grassroots innovation pipeline within a large software company. | Brian P. Bailey, Eric Horvitz |
| 2010 | CHI | Cars, calls, and cognition: investigating driving and divided attention. | Shamsi T. Iqbal, Yun-Cheng Ju, Eric Horvitz |
| 2010 | CHI | Interactive optimization for steering machine classification. | Ashish Kapoor, Bongshin Lee, Desney S. Tan, Eric Horvitz |
| 2010 | CSCW | Notifications and awareness: a field study of alert usage and preferences. | Shamsi T. Iqbal, Eric Horvitz |
| 2010 | ICMI | Facilitating multiparty dialog with gaze, gesture, and speech. | Dan Bohus, Eric Horvitz |
| 2010 | SIGIR | Predicting escalations of medical queries based on web page structure and content. | Ryen W. White, Eric Horvitz |
| 2009 | AMIA | Experiences with Web Search on Medical Concerns and Self Diagnosis. | Ryen W. White, Eric Horvitz |
| 2009 | CCS | Patient controlled encryption: ensuring privacy of electronic medical records. | Josh Benaloh, Melissa Chase, Eric Horvitz, Kristin E. Lauter |
| 2009 | ICMI | Dialog in the open world: platform and applications. | Dan Bohus, Eric Horvitz |
| 2009 | IJCAI | Collaboration and Shared Plans in the Open World: Studies of Ridesharing. | Ece Kamar, Eric Horvitz |
| 2009 | IJCAI | Investigations of Continual Computation. | Dafna Shahaf, Eric Horvitz |
| 2009 | UIST | Collabio: a game for annotating people within social networks. | Michael S. Bernstein, Desney S. Tan, Greg Smith, Mary Czerwinski, Eric Horvitz |
| 2009 | SIGdial | Models for Multiparty Engagement in Open-World Dialog. | Dan Bohus, Eric Horvitz |
| 2009 | SIGdial | Learning to Predict Engagement with a Spoken Dialog System in Open-World Settings. | Dan Bohus, Eric Horvitz |
| 2008 | AAAI | A Utility-Theoretic Approach to Privacy and Personalization. | Andreas Krause, Eric Horvitz |
| 2008 | CHI | Experience sampling for building predictive user models: a comparative study. | Ashish Kapoor, Eric Horvitz |
| 2008 | CIKM | Understanding the relationship between searchers' queries and information goals. | Doug Downey, Susan T. Dumais, Daniel J. Liebling, Eric Horvitz |
| 2008 | WWW | Planetary-scale views on a large instant-messaging network. | Jure Leskovec, Eric Horvitz |
| 2007 | CHI | Disruption and recovery of computing tasks: field study, analysis, and directions. | Shamsi T. Iqbal, Eric Horvitz |
| 2007 | IJCAI | Models of Searching and Browsing: Languages, Studies, and Application. | Doug Downey, Susan T. Dumais, Eric Horvitz |
| 2007 | IJCAI | Selective Supervision: Guiding Supervised Learning with Decision-Theoretic Active Learning. | Ashish Kapoor, Eric Horvitz, Sumit Basu |
| 2007 | Interact | S | Meredith Ringel Morris, Eric Horvitz |
| 2007 | WWW | Web projections: learning from contextual subgraphs of the web. | Jure Leskovec, Susan T. Dumais, Eric Horvitz |
| 2007 | SIGIR | Heads and tails: studies of web search with common and rare queries. | Doug Downey, Susan T. Dumais, Eric Horvitz |
| 2007 | SIGIR | Characterizing the value of personalizing search. | Jaime Teevan, Susan T. Dumais, Eric Horvitz |
| 2007 | UAI | On Discarding, Caching, and Recalling Samples in Active Learning. | Ashish Kapoor, Eric Horvitz |
| 2007 | UIST | SearchTogether: an interface for collaborative web search. | Meredith Ringel Morris, Eric Horvitz |
| 2006 | AAAI | Trip Router with Individualized Preferences (TRIP): Incorporating Personalization into Route Planning. | Julia Letchner, John Krumm, Eric Horvitz |
| 2005 | AISTATS | On the Path to an Ideal ROC Curve: Considering Cost Asymmetry in Learning Classifiers. | Francis R. Bach, David Heckerman, Eric Horvitz |
| 2005 | CHI | A study of preferences for sharing and privacy. | Judith S. Olson, Jonathan Grudin, Eric Horvitz |
| 2005 | WCNC | Computing location from ambient FM radio signals [commercial radio station signals]. | Adel Youssef, John Krumm, Ed Miller, Gerry Cermak, Eric Horvitz |
| 2005 | WWW | Analysis of topic dynamics in web search. | Xuehua Shen, Susan T. Dumais, Eric Horvitz |
| 2005 | SIGIR | Personalizing search via automated analysis of interests and activities. | Jaime Teevan, Susan T. Dumais, Eric Horvitz |
| 2005 | UAI | Prediction, Expectation, and Surprise: Methods, Designs, and Study of a Deployed Traffic Forecasting Service. | Eric Horvitz, Johnson Apacible, Raman Sarin, Lin Liao |
| 2004 | AAAI | The Backdoor Key: A Path to Understanding Problem Hardness. | Yongshao Ruan, Henry A. Kautz, Eric Horvitz |
| 2004 | AVI | ZoneZoom: map navigation for smartphones with recursive view segmentation. | Daniel C. Robbins, Edward Cutrell, Raman Sarin, Eric Horvitz |
| 2004 | AVI | Scalable Fabric: flexible task management. | George G. Robertson, Eric Horvitz, Mary Czerwinski, Patrick Baudisch, Dugald Ralph Hutchings, Brian Meyers, Daniel C. Robbins, Greg Smith |
| 2004 | CHI | A diary study of task switching and interruptions. | Mary Czerwinski, Eric Horvitz, Susan Wilhite |
| 2004 | CHI | Forecasting presence and availability. | Joe Tullio, James Begole, Eric Horvitz, Elizabeth D. Mynatt |
| 2004 | CSCW | BusyBody: creating and fielding personalized models of the cost of interruption. | Eric Horvitz, Paul Koch, Johnson Apacible |
| 2004 | Mobiquitous | LOCADIO: Inferring Motion and Location from Wi-Fi Signal Strengths. | John Krumm, Eric Horvitz |
| 2004 | NAACL | Optimizing Automated Call Routing by Integrating Spoken Dialog Models with Queuing Models. | Tim Paek, Eric Horvitz |
| 2004 | WWW | Newsjunkie: providing personalized newsfeeds via analysis of information novelty. | Evgeniy Gabrilovich, Susan T. Dumais, Eric Horvitz |
| 2004 | SIGIR | Implicit queries (IQ) for contextualized search. | Susan T. Dumais, Edward Cutrell, Raman Sarin, Eric Horvitz |
| 2003 | ICMI | Learning and reasoning about interruption. | Eric Horvitz, Johnson Apacible |
| 2003 | ICMI | Selective perception policies for guiding sensing and computation in multimodal systems: a comparative analysis. | Nuria Oliver, Eric Horvitz |
| 2003 | Interact | Milestones in Time: The Value of Landmarks in Retrieving Information from Personal Stores. | Meredith Ringel, Edward Cutrell, Susan T. Dumais, Eric Horvitz |
| 2003 | UAI | Web-Based Question Answering: A Decision-Making Perspective. | David Azari, Eric Horvitz, Susan T. Dumais, Eric Brill |
| 2002 | AAAI | Dynamic Restart Policies. | Henry A. Kautz, Eric Horvitz, Yongshao Ruan, Carla P. Gomes, Bart Selman |
| 2002 | AVI | Scope: providing awareness of multiple notifications at a glance. | Maarten van Dantzich, Daniel C. Robbins, Eric Horvitz, Mary Czerwinski |
| 2002 | CP | Restart Policies with Dependence among Runs: A Dynamic Programming Approach. | Yongshao Ruan, Eric Horvitz, Henry A. Kautz |
| 2002 | ICMI | Layered Representations for Human Activity Recognition. | Nuria Oliver, Eric Horvitz, Ashutosh Garg |
| 2002 | IUI | Uncertainty, intelligence, and interaction. | Eric Horvitz |
| 2002 | WWW | Web montage: a dynamic personalized start page. | Corin R. Anderson, Eric Horvitz |
| 2002 | SIGIR | Probabilistic combination of text classifiers using reliability indicators: models and results. | Paul N. Bennett, Susan T. Dumais, Eric Horvitz |
| 2002 | UAI | Coordinates: Probabilistic Forecasting of Presence and Availability. | Eric Horvitz, Paul Koch, Carl Myers Kadie, Andy Jacobs |
| 2001 | ACL | Using Machine Learning Techniques to Interpret WH-questions. | Ingrid Zuckerman, Eric Horvitz |
| 2001 | FlAIRS | Graphical Analysis of Value of Information in Decision Models. | Songsong Xu, Kim-Leng Poh, Eric Horvitz |
| 2001 | Interact | Notification, Disruption, and Memory: Effects of Messaging Interruptions on Memory and Performance. | Edward Cutrell, Mary Czerwinski, Eric Horvitz |
| 2001 | UAI | A Bayesian Approach to Tackling Hard Computational Problems. | Eric Horvitz, Yongshao Ruan, Carla P. Gomes, Henry A. Kautz, Bart Selman, David Maxwell Chickering |
| 2001 | UIST | Toward more sensitive mobile phones. | Ken Hinckley, Eric Horvitz |
| 2000 | AAAI | Social Choice Theory and Recommender Systems: Analysis of the Axiomatic Foundations of Collaborative Filtering. | David M. Pennock, Eric Horvitz, C. Lee Giles |
| 2000 | CHI | Effects of instant messaging interruptions on computing tasks. | Edward Cutrell, Mary Czerwinski, Eric Horvitz |
| 2000 | ICML | A Normative Examination of Ensemble Learning Algorithms. | David M. Pennock, Pedrito Maynard-Reid II, C. Lee Giles, Eric Horvitz |
| 2000 | Interspeech | Deeplistener: harnessing expected utility to guide clarification dialog in spoken language systems. | Eric Horvitz, Tim Paek |
| 2000 | Interspeech | Continuous listening for unconstrained spoken dialog. | Tim Paek, Eric Horvitz, Eric K. Ringger |
| 2000 | ITS | Uncertainty, Utility, and Understanding. | Eric Horvitz |
| 2000 | UAI | Conversation as Action Under Uncertainty. | Tim Paek, Eric Horvitz |
| 2000 | UAI | Collaborative Filtering by Personality Diagnosis: A Hybrid Memory and Model-Based Approach. | David M. Pennock, Eric Horvitz, Steve Lawrence, C. Lee Giles |
| 2000 | UIST | Sensing techniques for mobile interaction. | Ken Hinckley, Jeffrey S. Pierce, Mike Sinclair, Eric Horvitz |
| 1999 | CHI | Principles of Mixed-Initiative User Interfaces. | Eric Horvitz |
| 1999 | IJCAI | Continual Computation Policies for Allocating Offline and Real-Time Resources. | Eric Horvitz |
| 1999 | IUI | Bridging Science and Applications (Panel). | Jude W. Shavlik, Lawrence Birnbaum, William R. Swartout, Eric Horvitz, Barbara Hayes-Roth |
| 1999 | UAI | Attention-Sensitive Alerting. | Eric Horvitz, Andy Jacobs, David Hovel |
| 1998 | CIKM | Continual Computation Policies for Utility-Directed Prefetching. | Eric Horvitz |
| 1998 | UAI | Inferring Informational Goals from Free-Text Queries: A Bayesian Approach. | David Heckerman, Eric Horvitz |
| 1998 | UAI | The Lumire Project: Bayesian User Modeling for Inferring the Goals and Needs of Software Users. | Eric Horvitz, Jack S. Breese, David Heckerman, David Hovel, Koos Rommelse |
| 1997 | AAAI | Models of Continual Computation. | Eric Horvitz |
| 1997 | IUI | Compelling Intelligent User Interfaces - How Much AI? | Lawrence Birnbaum, Eric Horvitz, David Kurlander, Henry Lieberman, Joe Marks, Steven F. Roth |
| 1997 | UAI | Perception, Attention, and Resources: A Decision-Theoretic Approach to Graphics Rendering. | Eric Horvitz, Jed Lengyel |
| 1997 | UAI | Time-Critical Action: Representations and Application. | Eric Horvitz, Adam Seiver |
| 1996 | AAAI | Challenge Problems for Artificial Intelligence (Panel Statements). | Bart Selman, Rodney A. Brooks, Thomas L. Dean, Eric Horvitz, Tom M. Mitchell, Nils J. Nilsson |
| 1996 | UAI | A Graph-Theoretic Analysis of Information Value. | Kim-Leng Poh, Eric Horvitz |
| 1996 | SOFSEM | Decision-Theoretic Reasoning and the Human-Computer Interface: Advances in Embedded Intelligent Agents (abstract). | Eric Horvitz |
| 1995 | UAI | Display of Information for Time-Critical Decision Making. | Eric Horvitz, Matthew Barry |
| 1995 | UAI | Reasoning, Metareasoning, and Mathematical Truth: Studies of Theorem Proving under Limited Resources. | Eric Horvitz, Adrian C. Klein |
| 1995 | UAI | Exploiting System Hierarchy to Compute Repair Plans in Probabilistic Model-Based Diagnosis. | Sampath Srinivas, Eric Horvitz |
| 1993 | UAI | Utility-Based Abstraction and Categorization. | Eric Horvitz, Adrian C. Klein |
| 1993 | UAI | Reasoning about the Value of Decision-Model Refinement: Methods and Application. | Kim-Leng Poh, Eric Horvitz |
| 1992 | UAI | Dynamic Network Models for Forecasting. | Paul Dagum, Adam Galper, Eric Horvitz |
| 1992 | UAI | Reformulating Inference Problems Through Selective Conditioning. | Paul Dagum, Eric Horvitz |
| 1991 | UAI | An Approximate Nonmyopic Computation for Value of Information. | David Heckerman, Eric Horvitz, Blackford Middleton |
| 1991 | UAI | Time-Dependent Utility and Action Under Uncertainty. | Eric Horvitz, Geoffrey Rutledge |
| 1990 | UAI | Ideal reformulation of belief networks. | Jack S. Breese, Eric Horvitz |
| 1990 | UAI | Problem formulation as the reduction of a decision model. | David Heckerman, Eric Horvitz |
| 1989 | IJCAI | Reflection and Action Under Scarce Resources: Theoretical Principles and Empirical Study. | Eric Horvitz, Gregory F. Cooper, David Heckerman |
| 1988 | AAAI | Reasoning under Varying and Uncertain Resource Constraints. | Eric Horvitz |
| 1987 | AAAI | On the Expressiveness of Rule-based Systems for Reasoning with Uncertainty. | David Heckerman, Eric Horvitz |
| 1987 | UAI | Reasoning about Beliefs and Actions Under Computational Resource Constraints. | Eric Horvitz |
| 1986 | AAAI | A Framework for Comparing Alternative Formalisms for Plausible Reasoning. | Eric Horvitz, David Heckerman, Curtis P. Langlotz |
| 1986 | UAI | The myth of modularity in rule-based systems for reasoning with uncertainty. | David Heckerman, Eric Horvitz |
| 1985 | UAI | The Inconsistent Use of Measures of Certainty in Artificial Intelligence Research. | Eric Horvitz, David Heckerman |