Alex Pentland
12 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (30) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
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Mega-Team · Squad
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Prolific Year · Productive
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The Questioner
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Century Club · Bronze
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Renaissance Researcher
(6)
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Keyword Collector
(70)
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Research topics
Artificial Intelligence
(8)
Core AI
(8)
Machine Learning
(6)
Natural Language Processing
(4)
Resources & Methods
(4)
Computer Science
(3)
Application Areas
(3)
Learning Types
(3)
Interdisciplinary
(2)
Mathematics & Optimization
(2)
Optimization
(2)
Systems
(2)
Security & Privacy
(1)
Applications · Natural Language Processing
(1)
Applications · Computer Science
(1)
Keywords
large language model
(3)
natural language processing
(1)
invariant learning
(1)
computational linguistics
(1)
data provenance
(1)
nash equilibrium
(1)
concept learning
(1)
text retrieval
(1)
graph structure learning
(1)
multi-armed bandit
(1)
strategic interaction
(1)
foundation model
(1)
generative ai
(1)
randomized controlled trial
(1)
information retrieval
(1)
retrieval-augmented generation
(1)
red teaming
(1)
legal domain
(1)
citation prediction
(1)
domain adaptation
(1)
Papers
Bridging the Data Provenance Gap Across Text, Speech, and Video
ICLR 2025
Position: AI Agents Need Authenticated Delegation
ICML 2025
The Automated but Risky Game: Modeling Agent-to-Agent Negotiations and Transactions in Consumer Markets
EMNLP 2025
Don’t forget private retrieval: distributed private similarity search for large language models
ACL 2024
LePaRD: A Large-Scale Dataset of Judicial Citations to Precedent
ACL 2024
Leveraging Large Language Models for Learning Complex Legal Concepts through Storytelling
ACL 2024
Position: A Safe Harbor for AI Evaluation and Red Teaming
ICML 2024
Position: Data Authenticity, Consent, & Provenance for AI are all broken: what will it take to fix them?
ICML 2024
The Law and NLP: Bridging Disciplinary Disconnects
EMNLP 2023
Adaptive Methods for Real-World Domain Generalization
CVPR 2021
One More Step Towards Reality: Cooperative Bandits with Imperfect Communication
NeurIPS 2021
Learning Quadratic Games on Networks
ICML 2020