| 2025 | ICML | Position: AI Agents Need Authenticated Delegation. | Tobin South, Samuele Marro, Thomas Hardjono, Robert Mahari, Cedric Deslandes Whitney, Alan Chan, Alex Pentland |
| 2024 | ACL | Leveraging Large Language Models for Learning Complex Legal Concepts through Storytelling. | Hang Jiang, Xiajie Zhang, Robert Mahari, Daniel T. Kessler, Eric Ma, Tal August, Irene Li, Alex Pentland, Yoon Kim, Deb K. Roy, Jad Kabbara |
| 2024 | ACL | LePaRD: A Large-Scale Dataset of Judicial Citations to Precedent. | Robert Mahari, Dominik Stammbach, Elliott Ash, Alex Pentland |
| 2024 | AsiaCCS | Unstoppable Wallets: Chain-assisted Threshold ECDSA and its Applications. | Guy Zyskind, Avishay Yanai, Alex Pentland |
| 2024 | CCS | Poster: zkTax: A Pragmatic Way to Support Zero-Knowledge Tax Disclosures. | Alex Berke, Tobin South, Robert Mahari, Kent Larson, Alex Pentland |
| 2024 | ICML | Position: Data Authenticity, Consent, & Provenance for AI are all broken: what will it take to fix them? | Shayne Longpre, Robert Mahari, Naana Obeng-Marnu, William Brannon, Tobin South, Katy Ilonka Gero, Alex Pentland, Jad Kabbara |
| 2023 | EMNLP | The Law and NLP: Bridging Disciplinary Disconnects. | Robert Mahari, Dominik Stammbach, Elliott Ash, Alex Pentland |
| 2022 | ICDM | Post-pandemic Economic Transformations in the United States of America. | Avi Chawla, Nidhi Mulay, Mohsen Bahrami, Vikas Bishnoi, Yatin Katyal, Esteban Moro, Ankur Saraswat, Alex Pentland |
| 2021 | CVPR | Adaptive Methods for Real-World Domain Generalization. | Abhimanyu Dubey, Vignesh Ramanathan, Alex Pentland, Dhruv Mahajan |
| 2021 | ICMI | Optimized Human-AI Decision Making: A Personal Perspective. | Alex Pentland |
| 2020 | AAAI | Fair Enough: Improving Fairness in Budget-Constrained Decision Making Using Confidence Thresholds. | Michiel A. Bakker, Humberto Rivern Valds, Duy Patrick Tu, Krishna P. Gummadi, Kush R. Varshney, Adrian Weller, Alex Pentland |
| 2020 | ICML | Learning Quadratic Games on Networks. | Yan Leng, Xiaowen Dong, Junfeng Wu, Alex Pentland |
| 2019 | IJCAI | Thompson Sampling on Symmetric Alpha-Stable Bandits. | Abhimanyu Dubey, Alex Pentland |
| 2019 | ICPRAM | Detecting Permanent and Intermittent Purchase Hotspots via Computational Stigmergy. | Antonio L. Alfeo, Mario G. C. A. Cimino, Bruno Lepri, Alex Pentland, Gigliola Vaglini |
| 2018 | ICDM | GINA: Group Gender Identification Using Privacy-Sensitive Audio Data. | Jiaxing Shen, Oren Lederman, Jiannong Cao, Florian Berg, Shaojie Tang, Alex Pentland |
| 2017 | CSCW | Bots as Virtual Confederates: Design and Ethics. | Peter M. Krafft, Michael Macy, Alex Pentland |
| 2017 | ICIS | Wild Animals in Daily Life. | Remo Manuel Frey, Gabriel A. Miller, Alexander Ilic, Elgar Fleisch, Alex Pentland |
| 2016 | AAAI | Modeling Human Ad Hoc Coordination. | Peter M. Krafft, Chris L. Baker, Alex Pentland, Joshua B. Tenenbaum |
| 2015 | CogSci | Emergent Collective Sensing in Human Groups. | Peter M. Krafft, Robert X. D. Hawkins, Alex Pentland, Noah D. Goodman, Joshua B. Tenenbaum |
| 2015 | SP | Decentralizing Privacy: Using Blockchain to Protect Personal Data. | Guy Zyskind, Oz Nathan, Alex Pentland |
| 2014 | HCI | Social Information Leakage: Effects of Awareness and Peer Pressure on User Behavior. | Mariam Nouh, Abdullah Almaatouq, Ahmad Alabdulkareem, Vivek K. Singh, Erez Shmueli, Mansour Alsaleh, Abdulrahman Alarifi, Anas Alfaris, Alex Pentland |
| 2014 | ICMI | Once Upon a Crime: Towards Crime Prediction from Demographics and Mobile Data. | Andrey Bogomolov, Bruno Lepri, Jacopo Staiano, Nuria Oliver, Fabio Pianesi, Alex Pentland |
| 2014 | PERCOM | Pervasive stress recognition for sustainable living. | Andrey Bogomolov, Bruno Lepri, Michela Ferron, Fabio Pianesi, Alex Pentland |
| 2014 | PST | Building privacy-preserving location-based apps. | Brian Sweatt, Sharon Paradesi, Ilaria Liccardi, Lalana Kagal, Alex Pentland |
| 2013 | DCC | Quantization Games on Networks. | Ankur Mani, Lav R. Varshney, Alex Pentland |
| 2012 | CSCW | Awareness as an antidote to distance: making distributed groups cooperative and consistent. | Alex Pentland, Pamela J. Hinds, Taemie Kim |
| 2012 | BSN | Mapping Organizational Dynamics with Body Sensor Networks. | Wen Dong, Daniel Olgun Olgun, Benjamin N. Waber, Taemie Kim, Alex Pentland |
| 2012 | ICIS | The Influence of Reference Frame and Population Density on the Effectiveness of Social Normative Feedback on Electricity Consumption. | Claire-Michelle Loock, Jan R. Landwehr, Thorsten Staake, Elgar Fleisch, Alex Pentland |
| 2012 | UAI | Graph-Coupled HMMs for Modeling the Spread of Infection. | Wen Dong, Alex Pentland, Katherine A. Heller |
| 2011 | AAAI | Composite Social Network for Predicting Mobile Apps Installation. | Wei Pan, Nadav Aharony, Alex Pentland |
| 2011 | Interspeech | Signals and Speech. | Alex Pentland |
| 2011 | MUM | Modeling the co-evolution of behaviors and social relationships using mobile phone data. | Wen Dong, Bruno Lepri, Alex Pentland |
| 2011 | PERCOM | A nervous system for humanity: Making health, financial, logistics, and transportation networks work. | Alex Pentland |
| 2010 | ICMI | Quantifying group problem solving with stochastic analysis. | Wen Dong, Alex Pentland |
| 2010 | MUM | Recognizing conversational context in group interaction using privacy-sensitive mobile sensors. | Dinesh Babu Jayagopi, Taemie Kim, Alex Pentland, Daniel Gatica-Perez |
| 2008 | CHI | Meeting mediator: enhancing group collaboration with sociometric feedback. | Taemie Kim, Agnes Chang, Lindsey Holland, Alex Pentland |
| 2008 | CSCW | Meeting mediator: enhancing group collaborationusing sociometric feedback. | Taemie Kim, Agnes Chang, Lindsey Holland, Alex Pentland |
| 2008 | ICIS | Mining Face-to-Face Interaction Networks Using Sociometric Badges: Predicting Productivity in an IT Configuration Task. | Lynn Wu, Benjamin N. Waber, Sinan Aral, Erik Brynjolfsson, Alex Pentland |
| 2008 | ICMI | Social signals, their function, and automatic analysis: a survey. | Alessandro Vinciarelli, Maja Pantic, Herv Bourlard, Alex Pentland |
| 2007 | ICMI | Using the influence model to recognize functional roles in meetings. | Wen Dong, Bruno Lepri, Alessandro Cappelletti, Alex Pentland, Fabio Pianesi, Massimo Zancanaro |
| 2006 | BSN | Multi-sensor Data Fusion Using the Influence Model. | Wen Dong, Alex Pentland |
| 2006 | ICMI | A 'need to know' system for group classification. | Wen Dong, Jonathan Gips, Alex Pentland |
| 2006 | ICMI | Human computing and machine understanding of human behavior: a survey. | Maja Pantic, Alex Pentland, Anton Nijholt, Thomas S. Huang |
| 2006 | ICPR | A Computational Model of Social Signalin. | Alex Pentland |
| 2006 | ISWC | VibeFones: Socially Aware Mobile Phones. | Anmol Madan, Alex Pentland |
| 2006 | PERCOM | Mapping Human Networks. | Jonathan Gips, Alex Pentland |
| 2005 | ICMI | Socially aware computation and communication. | Alex Pentland |
| 2005 | SIGGRAPH | Tactual displays for sensory substitution and wearable computers. | Hong Z. Tan, Alex Pentland |
| 2004 | ICMI | GroupMedia: distributed multi-modal interfaces. | Anmol Madan, Ron Caneel, Alex Pentland |
| 2004 | ISMAR | The Transcendent Greek. | Alex Pentland |
| 2004 | ISWC | Shiver Motion and Core Body Temperature Classification for Wearable Soldier Health Monitoring Systems. | Michael Sung, Richard W. DeVaul, Silvia Jimenez, Jonathan Gips, Alex Pentland |
| 2003 | ICDCS | Human Design: Wearable Computers for Human Networking. | Alex Pentland |
| 2003 | IJCNN | Learning communities: connectivity and dynamics of interacting agents. | Tanzeem Choudhury, Brian P. Clarkson, Sumit Basu, Alex Pentland |
| 2003 | Interact | Human Design: Building Computation around Human Networks. | Alex Pentland |
| 2003 | ISWC | Technology Development for Building Flexible Silicon Functional Fibres. | Tanzeem Choudhury, Alex Pentland |
| 2003 | ISWC | Sensing and Modeling Human Networks using the Sociometer. | Tanzeem Choudhury, Alex Pentland |
| 2003 | ISWC | The Memory Glasses: Subliminal vs.Overt Memory Support with Imperfect Information. | Richard W. DeVaul, Alex Pentland, Vicka R. Corey |
| 2003 | ISWC | MIThril 2003: Applications and Architecture. | Richard W. DeVaul, Michael Sung, Jonathan Gips, Alex Pentland |
| 2003 | ISWC | Wearables in the Workplace: Sensing Interactions at the Office. | Nathan Eagle, Alex Pentland |
| 2002 | AMIA | Open source handheld-based EMR for paramedics working in rural areas. | Vishwanath Anantraman, Tarjei S. Mikkelsen, Reshma Khilnani, Vikram S. Kumar, Alex Pentland, Lucila Ohno-Machado |
| 2002 | ICPR | Boosting and Structure Learning in Dynamic Bayesian Networks for Audio-Visual Speaker Detection. | Tanzeem Choudhury, James M. Rehg, Vladimir Pavlovic, Alex Pentland |
| 2002 | ISWC | Toward the Zero Attention Interface: Wearable Subliminal Cuing for Short Term Memory Support Memory. | Richard W. DeVaul, Alex Pentland |
| 2001 | CHI | Smart headphones. | Sumit Basu, Alex Pentland |
| 2001 | CHI | The familiar: a living diary and companion. | Brian P. Clarkson, Kenji Mase, Alex Pentland |
| 2001 | ICASSP | Smart headphones: enhancing auditory awareness through robust speech detection and source localization. | Sumit Basu, Brian P. Clarkson, Alex Pentland |
| 2001 | ICIAP | Bayesian Face Recognition with Deformable Image Models. | Baback Moghaddam, Chahab Nastar, Alex Pentland |
| 2001 | ICML | Expectation Maximization for Weakly Labeled Data. | Yuri A. Ivanov, Bruce Blumberg, Alex Pentland |
| 2001 | WETICE | Smart Clothes, Smart Rooms. | Alex Pentland |
| 2000 | ICIP | Framing Through Peripheral Perception. | Brian P. Clarkson, Alex Pentland |
| 2000 | ICPR | Motion Field Histograms for Robust Modeling of Facial Expressions. | Tanzeem Choudhury, Alex Pentland |
| 2000 | ISWC | Wearable Phased Arrays for Sound Localization and Enhancement. | Sumit Basu, Steven J. Schwartz, Alex Pentland |
| 2000 | ISWC | Recognizing User Context via Wearable Sensors. | Brian P. Clarkson, Kenji Mase, Alex Pentland |
| 1999 | HCI | Perceptual Intelligence: learning gestures and words for individualized, adaptive interfaces. | Alex Pentland, Deb Roy, Christopher Richard Wren |
| 1999 | ICASSP | Unsupervised clustering of ambulatory audio and video. | Brian P. Clarkson, Alex Pentland |
| 1999 | ICCV | Probabilistic Object Recognition and Localization. | Bernt Schiele, Alex Pentland |
| 1999 | ICVS | Action Reaction Learning: Automatic Visual Analysis and Synthesis of Interactive Behaviour. | Tony Jebara, Alex Pentland |
| 1999 | ICVS | A Bayesian Computer Vision System for Modeling Human Interaction. | Nuria Oliver, Barbara Rosario, Alex Pentland |
| 1999 | ICVS | An Interactive Computer Vision System DyPERS: Dynamic Personal Enhanced Reality System. | Bernt Schiele, Nuria Oliver, Tony Jebara, Alex Pentland |
| 1999 | ISWC | Realtime Personal Positioning System for Wearable Computers. | Hisashi Aoki, Bernt Schiele, Alex Pentland |
| 1998 | ASSETS | Smart Rooms, Desks, and Clothes. | Alex Pentland |
| 1998 | ASSETS | A Phoneme Probability Display for Individuals with Hearing Disabilities. | Deb Roy, Alex Pentland |
| 1998 | ICASSP | Word learning in a multimodal environment. | Deb Roy, Alex Pentland |
| 1998 | ICCV | 3D Modeling of Human Lip Motion. | Sumit Basu, Nuria Oliver, Alex Pentland |
| 1998 | ICCV | Mixtures of Eigen Features for Real-Time Structure from Texture. | Tony Jebara, Kenneth B. Russell, Alex Pentland |
| 1998 | ICPR | Efficient MAP/ML similarity matching for visual recognition. | Baback Moghaddam, Tony Jebara, Alex Pentland |
| 1998 | ICPR | Smart rooms, smart clothes. | Alex Pentland |
| 1998 | Interspeech | Learning words from natural audio-visual input. | Deb Roy, Alex Pentland |
| 1998 | ISWC | Extracting Context from Environmental Audio. | Brian P. Clarkson, Alex Pentland |
| 1998 | ISWC | A Wearable Haptic Navigation Guidance System. | Sevgi Ertan, Clare Lee, Abigail Willets, Hong Z. Tan, Alex Pentland |
| 1998 | ISWC | Visual Contextual Awareness in Wearable Computing. | Thad Starner, Bernt Schiele, Alex Pentland |
| 1997 | CVPR | Coupled hidden Markov models for complex action recognition. | Matthew Brand, Nuria Oliver, Alex Pentland |
| 1997 | CVPR | Parametrized structure from motion for 3D adaptive feedback tracking of faces. | Tony Jebara, Alex Pentland |
| 1997 | CVPR | LAFTER: Lips and Face Real-Time Tracker. | Nuria Oliver, Alex Pentland, Franois Brard |
| 1997 | ICASSP | Smart rooms, desks and clothes. | Alex Pentland |
| 1997 | ISWC | Stochasticks: Augmenting the Billiards Experience with Probabilistic Vision and Wearable Computers. | Tony Jebara, Cyrus Eyster, Joshua Weaver, Thad Starner, Alex Pentland |
| 1997 | ISWC | The Digital Doctor: An Experiment in Wearable Telemedicine. | Alex Pentland, M. Petrazzuoli, A. Gerega, Thad Starner |
| 1997 | ISWC | Wearable Performance. | Flavia Sparacino, Alex Pentland, Glorianna Davenport |
| 1997 | ISWC | A Wearable Computer Based American Sign Language Recognizer. | Thad Starner, Joshua Weaver, Alex Pentland |
| 1997 | ISWC | Tactual Displays for Wearable Computing. | Hong Z. Tan, Alex Pentland |
| 1996 | CVPR | Active Face Tracking and Pose Estimation in an Interactive Room. | Trevor Darrell, Baback Moghaddam, Alex Pentland |
| 1996 | CVPR | Bayesian face recognition using deformable intensity surfaces. | Baback Moghaddam, Chahab Nastar, Alex Pentland |
| 1996 | ECCV | Generalized Image Matching: Statistical Learning of Physically-Based Deformations. | Chahab Nastar, Baback Moghaddam, Alex Pentland |
| 1996 | ICPR | Real-time self-calibrating stereo person tracking using 3-D shape estimation from blob features. | Ali Azarbayejani, Alex Pentland |
| 1996 | ICPR | Motion regularization for model-based head tracking. | Sumit Basu, Irfan A. Essa, Alex Pentland |
| 1996 | ICPR | Active gesture recognition using partially observable Markov decision processes. | Trevor Darrell, Alex Pentland |
| 1996 | ICPR | A Bayesian similarity measure for direct image matching. | Baback Moghaddam, Chahab Nastar, Alex Pentland |
| 1996 | SIGGRAPH | Vision-based modeling for production-quality integration of photographic imagery and 3D graphics. | Ali Azarbayejani, Alex Pentland, Chris Perry |
| 1996 | SIGGRAPH | Distributed ALIVE. | Kenneth B. Russell, Bruce Blumberg, Alex Pentland, Pattie Maes |
| 1995 | DCC | An Automatic System for Model-Based Coding of Faces. | Baback Moghaddam, Alex Pentland |
| 1995 | ICCV | Facial Expression Recognition Using a Dynamic Model and Motion Energy. | Irfan A. Essa, Alex Pentland |
| 1995 | ICCV | Probabilistic Visual Learning for Object Detection. | Baback Moghaddam, Alex Pentland |
| 1995 | ICIP | A subspace method for maximum likelihood target detection. | Baback Moghaddam, Alex Pentland |
| 1995 | IJCAI | Modeling Interactive Agents in ALIVE. | Pattie Maes, Bruce Blumberg, Trevor Darrell, Alex Pentland, Alan Wexelblat |
| 1994 | AAAI | ALIVE: Artificial Life Interactive Video Environment. | Pattie Maes, Trevor Darrell, Bruce Blumberg, Alex Pentland |
| 1994 | CVPR | A vision system for observing and extracting facial action parameters. | Irfan A. Essa, Alex Pentland |
| 1994 | CVPR | Shape analysis of brain structures using physical and experimental modes. | John Martin, Alex Pentland, Ron Kikinis |
| 1994 | CVPR | View-based and modular eigenspaces for face recognition. | Alex Pentland, Baback Moghaddam, Thad Starner |
| 1994 | CVPR | Object representation for object recognition. | Jean Ponce, Ruzena Bajcsy, Dimitris N. Metaxas, Thomas O. Binford, David A. Forsyth, Martial Hebert, Katsushi Ikeuchi, Avinash C. Kak, Linda G. Shapiro, Stan Sclaroff, Alex Pentland, George C. Stockman |
| 1994 | Interspeech | Visual perception of human bodies and faces for multi-modal interfaces. | Alex Pentland, Trevor Darrell |
| 1993 | CVPR | Recursive estimation of structure and motion using relative orientation constraints. | Ali Azarbayejani, Bradley Horowitz, Alex Pentland |
| 1993 | CVPR | Space-time gestures. | Trevor Darrell, Alex Pentland |
| 1993 | ICCV | A modal framework for correspondence and description. | Stan Sclaroff, Alex Pentland |
| 1993 | IJCAI | The Use of Geons for Generic 3D Object Recognition. | Sven J. Dickinson, Robert Bergevin, Irving Biederman, Jan-Olof Eklundh, Roger Munck-Fairwood, Alex Pentland |
| 1992 | CVPR | A simple algorithm for shape from shading. | Martin Bichsel, Alex Pentland |
| 1992 | ECCV | Surface Interpolation Using Wavelets. | Alex Pentland |
| 1992 | MVA | Modal Descriptions for Recognition and Tracking. | Alex Pentland |
| 1991 | CVPR | On the representation of occluded shapes. | Trevor Darrell, Alex Pentland |
| 1991 | CVPR | Recovery of non-rigid motion and structure. | Bradley Horowitz, Alex Pentland |
| 1991 | CVPR | Markov/Gibbs texture modeling: aura matrices and temperature effects. | Rosalind W. Picard, Ibrahim M. Elfadel, Alex Pentland |
| 1991 | CVPR | Closed-form solutions for physically-based shape modeling and recognition. | Stan Sclaroff, Alex Pentland |
| 1991 | CVPR | Face recognition using eigenfaces. | Matthew A. Turk, Alex Pentland |
| 1991 | DCC | A Practical Approach to Fractal-Based Image Compression. | Alex Pentland, Bradley Horowitz |
| 1991 | SIGGRAPH | Generalized implicit functions for computer graphics. | Stan Sclaroff, Alex Pentland |
| 1990 | ECCV | Extraction Of Deformable Part Models. | Alex Pentland |
| 1990 | ICCV | Segmentation by minimal description. | Trevor Darrell, Stan Sclaroff, Alex Pentland |
| 1990 | ICCV | Qualitative 3-D shape reconstruction using distributed aspect graph matching. | Sven J. Dickinson, Alex Pentland, Azriel Rosenfeld |
| 1990 | ICCV | Photometric motion. | Alex Pentland |
| 1990 | MVA | Face Recognition without Features. | Matthew Turk, Alex Pentland |
| 1989 | CVPR | A simple, real-time range camera. | Alex Pentland, Trevor Darrell, Matthew Turk, W. Huang |
| 1989 | IJCAI | Perception of Non-Rigid Motion: Inference of Shape, Material and Force. | Alex Pentland, John Williams |
| 1989 | SIGGRAPH | Good vibrations: model dynamics for graphics and animation. | Alex Pentland, John Williams |
| 1988 | AAAI | On the Extraction of Shape Information from Shading. | Alex Pentland |
| 1988 | ICCV | Shape Information From Shading: A Theory About Human Perception. | Alex Pentland |
| 1986 | AAAI | Parts: Structured Descriptions of Shape. | Alex Pentland |
| 1985 | IJCAI | A New Sense for Depth of Field. | Alex Pentland |
| 1984 | AAAI | Shading Into Texture. | Alex Pentland |
| 1983 | IJCAI | Three-Dimensional Shape From Line Drawings. | Stephen T. Barnard, Alex Pentland |
| 1983 | IJCAI | Fractal-Based Description. | Alex Pentland |
| 1982 | AAAI | Local Computation of Shape. | Alex Pentland |
| 1982 | ECAI | Local Computation of Shape. | Alex Pentland |