Pentland, Alex

68 publications

ICLR 2025 Bridging the Data Provenance Gap Across Text, Speech, and Video Shayne Longpre, Nikhil Singh, Manuel Cherep, Kushagra Tiwary, Joanna Materzynska, William Brannon, Robert Mahari, Naana Obeng-Marnu, Manan Dey, Mohammed Hamdy, Nayan Saxena, Ahmad Mustafa Anis, Emad A. Alghamdi, Vu Minh Chien, Da Yin, Kun Qian, Yizhi Li, Minnie Liang, An Dinh, Shrestha Mohanty, Deividas Mataciunas, Tobin South, Jianguo Zhang, Ariel N. Lee, Campbell S. Lund, Christopher Klamm, Damien Sileo, Diganta Misra, Enrico Shippole, Kevin Klyman, Lester James Validad Miranda, Niklas Muennighoff, Seonghyeon Ye, Seungone Kim, Vipul Gupta, Vivek Sharma, Xuhui Zhou, Caiming Xiong, Luis Villa, Stella Biderman, Alex Pentland, Sara Hooker, Jad Kabbara

TMLR 2025 Open Problems in Technical AI Governance Anka Reuel, Benjamin Bucknall, Stephen Casper, Timothy Fist, Lisa Soder, Onni Aarne, Lewis Hammond, Lujain Ibrahim, Alan Chan, Peter Wills, Markus Anderljung, Ben Garfinkel, Lennart Heim, Andrew Trask, Gabriel Mukobi, Rylan Schaeffer, Mauricio Baker, Sara Hooker, Irene Solaiman, Sasha Luccioni, Nitarshan Rajkumar, Nicolas Moës, Jeffrey Ladish, David Bau, Paul Bricman, Neel Guha, Jessica Newman, Yoshua Bengio, Tobin South, Alex Pentland, Sanmi Koyejo, Mykel Kochenderfer, Robert Trager

ICML 2025 Position: AI Agents Need Authenticated Delegation Tobin South, Samuele Marro, Thomas Hardjono, Robert Mahari, Cedric Deslandes Whitney, Alan Chan, Alex Pentland

NeurIPS 2025 ReCAP: Recursive Context-Aware Reasoning and Planning for Large Language Model Agents Zhenyu Zhang, Tianyi Chen, Weiran Xu, Alex Pentland, Jiaxin Pei

ICML 2024 Position: A Safe Harbor for AI Evaluation and Red Teaming Shayne Longpre, Sayash Kapoor, Kevin Klyman, Ashwin Ramaswami, Rishi Bommasani, Borhane Blili-Hamelin, Yangsibo Huang, Aviya Skowron, Zheng Xin Yong, Suhas Kotha, Yi Zeng, Weiyan Shi, Xianjun Yang, Reid Southen, Alexander Robey, Patrick Chao, Diyi Yang, Ruoxi Jia, Daniel Kang, Alex Pentland, Arvind Narayanan, Percy Liang, Peter Henderson

ICML 2024 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

CVPR 2021 Adaptive Methods for Real-World Domain Generalization Abhimanyu Dubey, Vignesh Ramanathan, Alex Pentland, Dhruv Mahajan

NeurIPS 2021 One More Step Towards Reality: Cooperative Bandits with Imperfect Communication Udari Madhushani, Abhimanyu Dubey, Naomi Leonard, Alex Pentland

ICML 2020 Learning Quadratic Games on Networks Yan Leng, Xiaowen Dong, Junfeng Wu, Alex Pentland

IJCAI 2019 Thompson Sampling on Symmetric Alpha-Stable Bandits Abhimanyu Dubey, Alex Pentland

AAAI 2016 Modeling Human Ad Hoc Coordination Peter M. Krafft, Chris L. Baker, Alex Pentland, Joshua B. Tenenbaum

UAI 2012 Graph-Coupled HMMs for Modeling the Spread of Infection Wen Dong, Alex Pentland, Katherine A. Heller

AAAI 2011 Composite Social Network for Predicting Mobile Apps Installation Wei Pan, Nadav Aharony, Alex Pentland

ICML 2001 Expectation Maximization for Weakly Labeled Data Yuri A. Ivanov, Bruce Blumberg, Alex Pentland

NeurIPS 2000 On Reversing Jensen's Inequality Tony Jebara, Alex Pentland

NeCo 1999 Modeling and Prediction of Human Behavior Alex Pentland, Andrew Liu

ICCV 1999 Probabilistic Object Recognition and Localization Bernt Schiele, Alex Pentland

ICCV 1998 3D Modeling of Human Lip Motion Sumit Basu, Nuria Oliver, Alex Pentland

NeurIPS 1998 Bayesian Modeling of Facial Similarity Baback Moghaddam, Tony Jebara, Alex Pentland

NeurIPS 1998 Graphical Models for Recognizing Human Interactions Nuria Oliver, Barbara Rosario, Alex Pentland

NeurIPS 1998 Maximum Conditional Likelihood via Bound Maximization and the CEM Algorithm Tony Jebara, Alex Pentland

ICCV 1998 Mixtures of Eigen Features for Real-Time Structure from Texture Tony Jebara, Kenneth B. Russell, Alex Pentland

CVPR 1997 Coupled Hidden Markov Models for Complex Action Recognition Matthew Brand, Nuria Oliver, Alex Pentland

CVPR 1997 LAFTER: Lips and Face Real-Time Tracker Nuria Oliver, Alex Pentland, François Bérard

CVPR 1997 Parametrized Structure from Motion for 3D Adaptive Feedback Tracking of Faces Tony Jebara, Alex Pentland

CVPR 1996 Active Face Tracking and Pose Estimation in an Interactive Room Trevor Darrell, Baback Moghaddam, Alex Pentland

CVPR 1996 Bayesian Face Recognition Using Deformable Intensity Surfaces Baback Moghaddam, Chahab Nastar, Alex Pentland

ECCV 1996 Generalized Image Matching: Statistical Learning of Physically-Based Deformations Chahab Nastar, Baback Moghaddam, Alex Pentland

NeurIPS 1995 Active Gesture Recognition Using Learned Visual Attention Trevor Darrell, Alex Pentland

ICCV 1995 Facial Expression Recognition Using a Dynamic Model and Motion Energy Irfan A. Essa, Alex Pentland

IJCAI 1995 Modeling Interactive Agents in ALIVE Pattie Maes, Bruce Blumberg, Trevor Darrell, Alex Pentland, Alan Wexelblat

ICCV 1995 Probabilistic Visual Learning for Object Detection Baback Moghaddam, Alex Pentland

CVPR 1994 A Vision System for Observing and Extracting Facial Action Parameters Irfan A. Essa, Alex Pentland

AAAI 1994 ALIVE: Artificial Life Interactive Video Environment Pattie Maes, Trevor Darrell, Bruce Blumberg, Alex Pentland

NeurIPS 1994 Correlation and Interpolation Networks for Real-Time Expression Analysis/Synthesis Trevor Darrell, Irfan A. Essa, Alex Pentland

CVPR 1994 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

CVPR 1994 Shape Analysis of Brain Structures Using Physical and Experimental Modes John Martin, Alex Pentland, Ron Kikinis

CVPR 1994 View-Based and Modular Eigenspaces for Face Recognition Alex Pentland, Baback Moghaddam, Thad Starner

ICCV 1993 A Modal Framework for Correspondence and Description Stan Sclaroff, Alex Pentland

CVPR 1993 Recursive Estimation of Structure and Motion Using Relative Orientation Constraints Ali Azarbayejani, Bradley Horowitz, Alex Pentland

CVPR 1993 Space-Time Gestures Trevor Darrell, Alex Pentland

NeCo 1993 Surface Interpolation Networks Alex Pentland

IJCAI 1993 The Use of Geons for Generic 3D Object Recognition Sven J. Dickinson, Robert Bergevin, Irving Biederman, Jan-Olof Eklundh, Roger Munck-Fairwood, Alex Pentland

CVPR 1992 A Simple Algorithm for Shape from Shading Martin Bichsel, Alex Pentland

ECCV 1992 Surface Interpolation Using Wavelets Alex Pentland

NeurIPS 1991 Against Edges: Function Approximation with Multiple Support Maps Trevor Darrell, Alex Pentland

CVPR 1991 Closed-Form Solutions for Physically-Based Shape Modeling and Recognition Stan Sclaroff, Alex Pentland

CVPR 1991 Face Recognition Using Eigenfaces Matthew A. Turk, Alex Pentland

CVPR 1991 Markov/Gibbs Texture Modeling: Aura Matrices and Temperature Effects Rosalind W. Picard, Ibrahim M. Elfadel, Alex Pentland

CVPR 1991 On the Representation of Occluded Shapes Trevor Darrell, Alex Pentland

CVPR 1991 Recovery of Non-Rigid Motion and Structure Bradley Horowitz, Alex Pentland

NeCo 1990 Analysis of Neural Networks with Redundancy Yoshio Izui, Alex Pentland

ECCV 1990 Extraction of Deformable Part Models Alex Pentland

ICCV 1990 Photometric Motion Alex Pentland

ICCV 1990 Qualitative 3-D Shape Reconstruction Using Distributed Aspect Graph Matching Sven J. Dickinson, Alex Pentland, Azriel Rosenfeld

ICCV 1990 Segmentation by Minimal Description Trevor Darrell, Stan Sclaroff, Alex Pentland

NeCo 1989 A Possible Neural Mechanism for Computing Shape from Shading Alex Pentland

CVPR 1989 A Simple, Real-Time Range Camera Alex Pentland, Trevor Darrell, Matthew Turk, W. Huang

NeCo 1989 Part Segmentation for Object Recognition Alex Pentland

IJCAI 1989 Perception of Non-Rigid Motion: Inference of Shape, Material and Force Alex Pentland, John Williams

AAAI 1988 On the Extraction of Shape Information from Shading Alex Pentland

ICCV 1988 Shape Information from Shading: A Theory About Human Perception Alex Pentland

AAAI 1986 Parts: Structured Descriptions of Shape Alex Pentland

IJCAI 1985 A New Sense for Depth of Field Alex Pentland

AAAI 1984 Shading into Texture Alex Pentland

IJCAI 1983 Fractal-Based Description Alex Pentland

IJCAI 1983 Three-Dimensional Shape from Line Drawings Stephen T. Barnard, Alex Pentland

AAAI 1982 Local Computation of Shape Alex Pentland