Alex Pentland
130 publications
24 venues
H Index 55
Affiliation
MIT, Media Lab, Cambridge, MA, USALinks
DBLPGoogle Scholar
Twitter- http://web.media.mit.edu/~sandy/
- https://dl.acm.org/profile/81452609342
- https://zbmath.org/authors/?q=ai:pentland.alex-sandy
- https://mathscinet.ams.org/mathscinet/MRAuthorID/233177
- https://mathgenealogy.org/id.php?id=78226
- https://en.wikipedia.org/wiki/Alex_Pentland
- https://orcid.org/0000-0002-8053-9983
- https://www.wikidata.org/entity/Q4717615
- https://id.loc.gov/authorities/names/n2008023078
- https://d-nb.info/gnd/137803028
- https://dblp.uni-trier.de/pers/hd/p/Pentland:Sandy
| Name | Venue | Year | citations |
|---|---|---|---|
Human-AI coevolution.
|
Artificial Intelligence | 2025 | 0 |
| Position: Data Authenticity, Consent, & Provenance for AI are all broken: what will it take to fix them?
|
ICML | 2024 | 0 |
| Position: A Safe Harbor for AI Evaluation and Red Teaming.
|
ICML | 2024 | 0 |
| Leveraging Large Language Models for Learning Complex Legal Concepts through Storytelling.
|
ACL | 2024 | 0 |
| LePaRD: A Large-Scale Dataset of Judicial Citations to Precedent.
|
ACL | 2024 | 0 |
| Consent in Crisis: The Rapid Decline of the AI Data Commons.
|
NIPS/NeurIPS | 2024 | 0 |
| Adaptive Methods for Real-World Domain Generalization.
|
CVPR | 2021 | 28 |
| One More Step Towards Reality: Cooperative Bandits with Imperfect Communication.
|
NIPS/NeurIPS | 2021 | 9 |
| Cooperative Multi-Agent Bandits with Heavy Tails.
|
ICML | 2020 | 22 |
| Kernel Methods for Cooperative Multi-Agent Contextual Bandits.
|
ICML | 2020 | 19 |
| Differentially-Private Federated Linear Bandits.
|
NIPS/NeurIPS | 2020 | 57 |
| Learning Quadratic Games on Networks.
|
ICML | 2020 | 0 |
| Private and Byzantine-Proof Cooperative Decision-Making.
|
AAMAS | 2020 | 0 |
| Leveraging Communication Topologies Between Learning Agents in Deep Reinforcement Learning.
|
AAMAS | 2020 | 0 |
| Thompson Sampling on Symmetric Alpha-Stable Bandits.
|
IJCAI | 2019 | 8 |
| Urban Swarms: A new approach for autonomous waste management.
|
ICRA | 2019 | 0 |
| Active Fairness in Algorithmic Decision Making.
|
AIES | 2019 | 0 |
| An Experimental Study of Cryptocurrency Market Dynamics.
|
CHI | 2018 | 52 |
| GINA: Group Gender Identification Using Privacy-Sensitive Audio Data.
|
ICDM | 2018 | 10 |
| DeepMood: Forecasting Depressed Mood Based on Self-Reported Histories via Recurrent Neural Networks.
|
WWW | 2017 | 131 |
| Exploiting the use of recurrent neural networks for driver behavior profiling.
|
IJCNN | 2017 | 47 |
| bandicoot: a Python Toolbox for Mobile Phone Metadata.
|
JMLR | 2016 | 52 |
| Modeling Human Ad Hoc Coordination.
|
AAAI | 2016 | 8 |
| Emergent Collective Sensing in Human Groups.
|
Cognitive Science | 2015 | 7 |
| Social Information Leakage: Effects of Awareness and Peer Pressure on User Behavior.
|
HCI | 2014 | 16 |
| Friends don't lie: inferring personality traits from social network structure.
|
UbiComp | 2012 | 193 |
| Graph-Coupled HMMs for Modeling the Spread of Infection.
|
UAI | 2012 | 51 |
| Composite Social Network for Predicting Mobile Apps Installation.
|
AAAI | 2011 | 123 |
| Keynote: Building a Nervous System for Society: The 'New Deal on Data' and How to Make Health, Financial, Logistics, and Transportation Systems Work.
|
ISWC | 2011 | 0 |
| The social fMRI: measuring, understanding, and designing social mechanisms in the real world.
|
UbiComp | 2011 | 72 |
| Social sensing for epidemiological behavior change.
|
UbiComp | 2010 | 226 |
| VibeFones: Socially Aware Mobile Phones.
|
ISWC | 2006 | 51 |
| Shiver Motion and Core Body Temperature Classification for Wearable Soldier Health Monitoring Systems.
|
ISWC | 2004 | 39 |
| MIThril 2003: Applications and Architecture.
|
ISWC | 2003 | 195 |
| Learning communities: connectivity and dynamics of interacting agents.
|
IJCNN | 2003 | 24 |
| Technology Development for Building Flexible Silicon Functional Fibres.
|
ISWC | 2003 | 4 |
| Sensing and Modeling Human Networks using the Sociometer.
|
ISWC | 2003 | 236 |
| Wearables in the Workplace: Sensing Interactions at the Office.
|
ISWC | 2003 | 14 |
| Social Network Computing.
|
UbiComp | 2003 | 55 |
| The Memory Glasses: Subliminal vs.Overt Memory Support with Imperfect Information.
|
ISWC | 2003 | 0 |
| Toward the Zero Attention Interface: Wearable Subliminal Cuing for Short Term Memory Support Memory.
|
ISWC | 2002 | 0 |
| Expectation Maximization for Weakly Labeled Data.
|
ICML | 2001 | 16 |
| Looking at People: Sensing for Ubiquitous and Wearable Computing.
|
TPAMI | 2000 | 461 |
| Wearable Phased Arrays for Sound Localization and Enhancement.
|
ISWC | 2000 | 21 |
| On Reversing Jensen's Inequality.
|
NIPS/NeurIPS | 2000 | 53 |
| A Bayesian Computer Vision System for Modeling Human Interactions.
|
TPAMI | 2000 | 1892 |
| Recognizing User Context via Wearable Sensors.
|
ISWC | 2000 | 149 |
| Perceptual Intelligence: learning gestures and words for individualized, adaptive interfaces.
|
HCI | 1999 | 0 |
| Probabilistic Object Recognition and Localization.
|
ICCV | 1999 | 55 |
| Realtime Personal Positioning System for Wearable Computers.
|
ISWC | 1999 | 0 |
| Graphical Models for Recognizing Human Interactions.
|
NIPS/NeurIPS | 1998 | 35 |
| Characterization of Neuropathological Shape Deformations.
|
TPAMI | 1998 | 89 |
| Visual Contextual Awareness in Wearable Computing.
|
ISWC | 1998 | 171 |
| Extracting Context from Environmental Audio.
|
ISWC | 1998 | 39 |
| Maximum Conditional Likelihood via Bound Maximization and the CEM Algorithm.
|
NIPS/NeurIPS | 1998 | 86 |
| A Wearable Haptic Navigation Guidance System.
|
ISWC | 1998 | 179 |
| 3D Modeling of Human Lip Motion.
|
ICCV | 1998 | 12 |
| Bayesian Modeling of Facial Similarity.
|
NIPS/NeurIPS | 1998 | 46 |
| Real-Time American Sign Language Recognition Using Desk and Wearable Computer Based Video.
|
TPAMI | 1998 | 1393 |
| Mixtures of Eigen Features for Real-Time Structure from Texture.
|
ICCV | 1998 | 0 |
| Probabilistic Visual Learning for Object Representation.
|
TPAMI | 1997 | 1702 |
| Coding, Analysis, Interpretation, and Recognition of Facial Expressions.
|
TPAMI | 1997 | 1072 |
| The Role of Model-Based Segmentation in the Recovery of Volumetric Parts From Range Data.
|
TPAMI | 1997 | 59 |
| Coupled hidden Markov models for complex action recognition.
|
CVPR | 1997 | 1244 |
| Wearable Performance.
|
ISWC | 1997 | 14 |
| Parametrized structure from motion for 3D adaptive feedback tracking of faces.
|
CVPR | 1997 | 310 |
| Stochasticks: Augmenting the Billiards Experience with Probabilistic Vision and Wearable Computers.
|
ISWC | 1997 | 122 |
| The Digital Doctor: An Experiment in Wearable Telemedicine.
|
ISWC | 1997 | 25 |
| Tactual Displays for Wearable Computing.
|
ISWC | 1997 | 182 |
| A Wearable Computer Based American Sign Language Recognizer.
|
ISWC | 1997 | 0 |
| LAFTER: Lips and Face Real-Time Tracker.
|
CVPR | 1997 | 0 |
| Pfinder: Real-Time Tracking of the Human Body.
|
TPAMI | 1997 | 0 |
| Introduction to the Special Section on Digital Libraries: Representation and Retrieval.
|
TPAMI | 1996 | 26 |
| Task-Specific Gesture Analysis in Real-Time Using Interpolated Views.
|
TPAMI | 1996 | 134 |
| Generalized Image Matching: Statistical Learning of Physically-Based Deformations.
|
ECCV | 1996 | 90 |
| Bayesian face recognition using deformable intensity surfaces.
|
CVPR | 1996 | 94 |
| Active Face Tracking and Pose Estimation in an Interactive Room.
|
CVPR | 1996 | 143 |
| Cooperative Robust Estimation Using Layers of Support.
|
TPAMI | 1995 | 164 |
| Active Gesture Recognition using Learned Visual Attention.
|
NIPS/NeurIPS | 1995 | 19 |
| Recursive Estimation of Motion, Structure, and Focal Length.
|
TPAMI | 1995 | 600 |
| Modal Matching for Correspondence and Recognition.
|
TPAMI | 1995 | 556 |
| Facial Expression Recognition Using a Dynamic Model and Motion Energy.
|
ICCV | 1995 | 295 |
| Probabilistic Visual Learning for Object Detection.
|
ICCV | 1995 | 470 |
| Modeling Interactive Agents in ALIVE.
|
IJCAI | 1995 | 10 |
| ALIVE: Artificial Life Interactive Video Environment.
|
AAAI | 1994 | 41 |
| Shape analysis of brain structures using physical and experimental modes.
|
CVPR | 1994 | 57 |
| View-based and modular eigenspaces for face recognition.
|
CVPR | 1994 | 2267 |
| Object representation for object recognition.
|
CVPR | 1994 | 5 |
| Interpolation Using Wavelet Bases.
|
TPAMI | 1994 | 49 |
| Correlation and Interpolation Networks for Real-time Expression Analysis/Synthesis.
|
NIPS/NeurIPS | 1994 | 24 |
| A vision system for observing and extracting facial action parameters.
|
CVPR | 1994 | 197 |
| Space-time gestures.
|
CVPR | 1993 | 451 |
| A modal framework for correspondence and description.
|
ICCV | 1993 | 33 |
| The Use of Geons for Generic 3D Object Recognition.
|
IJCAI | 1993 | 21 |
| Visually Controlled Graphics.
|
TPAMI | 1993 | 229 |
| Recursive estimation of structure and motion using relative orientation constraints.
|
CVPR | 1993 | 107 |
| Classifying Hand Gestures with a View-Based Distributed Representation.
|
NIPS/NeurIPS | 1993 | 26 |
| 3-D Shape Recovery Using Distributed Aspect Matching.
|
TPAMI | 1992 | 324 |
| Surface Interpolation Using Wavelets.
|
ECCV | 1992 | 10 |
| A simple algorithm for shape from shading.
|
CVPR | 1992 | 205 |
| Against Edges: Function Approximation with Multiple Support Maps.
|
NIPS/NeurIPS | 1991 | 0 |
| Markov/Gibbs texture modeling: aura matrices and temperature effects.
|
CVPR | 1991 | 31 |
| On the representation of occluded shapes.
|
CVPR | 1991 | 3 |
| Closed-Form Solutions for Physically Based Shape Modeling and Recognition.
|
TPAMI | 1991 | 260 |
| Photometric Motion.
|
TPAMI | 1991 | 73 |
| Recovery of non-rigid motion and structure.
|
CVPR | 1991 | 490 |
| Face recognition using eigenfaces.
|
CVPR | 1991 | 3231 |
| Closed-form solutions for physically-based shape modeling and recognition.
|
CVPR | 1991 | 352 |
| Recovery of Nonrigid Motion and Structure.
|
TPAMI | 1991 | 0 |
| Segmentation by minimal description.
|
ICCV | 1990 | 74 |
| Extraction Of Deformable Part Models.
|
ECCV | 1990 | 19 |
| Qualitative 3-D shape reconstruction using distributed aspect graph matching.
|
ICCV | 1990 | 20 |
| Photometric motion.
|
ICCV | 1990 | 0 |
| A simple, real-time range camera.
|
CVPR | 1989 | 117 |
| Perception of Non-Rigid Motion: Inference of Shape, Material and Force.
|
IJCAI | 1989 | 21 |
| Shape Information From Shading: A Theory About Human Perception.
|
ICCV | 1988 | 206 |
| On the Extraction of Shape Information from Shading.
|
AAAI | 1988 | 6 |
| On the Imaging of Fractal Surfaces.
|
TPAMI | 1988 | 154 |
| A New Sense for Depth of Field.
|
TPAMI | 1987 | 0 |
| Perceptual Organization and the Representation of Natural Form.
|
Artificial Intelligence | 1986 | 663 |
| Parts: Structured Descriptions of Shape.
|
AAAI | 1986 | 19 |
| Shading into Texture.
|
Artificial Intelligence | 1986 | 0 |
| A New Sense for Depth of Field.
|
IJCAI | 1985 | 1172 |
| Fractal-Based Description of Natural Scenes.
|
TPAMI | 1984 | 1969 |
| Local Shading Analysis.
|
TPAMI | 1984 | 415 |
| Shading Into Texture.
|
AAAI | 1984 | 157 |
| Fractal-Based Description.
|
IJCAI | 1983 | 40 |
| Three-Dimensional Shape From Line Drawings.
|
IJCAI | 1983 | 14 |
| Local Computation of Shape.
|
AAAI | 1982 | 11 |
| Local Computation of Shape.
|
ECAI | 1982 | 0 |