S. Matthew Weinberg
6 papers · 2019–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird
π
Grand Slam
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Optimization & Theory
(4)
Learning Types Β· Machine Learning
(3)
Mathematics & Optimization
(2)
Application Areas
(2)
Optimization
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Applications
(1)
Architectures
(1)
Learning Types Β· Deep Learning
(1)
Keywords
mechanism design
(3)
nash equilibrium
(2)
auction design
(2)
game theory
(1)
permutation equivariance
(1)
neural network optimization
(1)
incentive mechanism
(1)
no-regret learning
(1)
multi-armed bandit
(1)
regret bound
(1)
revenue optimization
(1)
repeated game
(1)
incentive compatibility
(1)
revenue maximization
(1)
no-regret algorithm
(1)
credit assignment
(1)
min-max optimization
(1)
contract theory
(1)
learning agent
(1)
principal-agent problem
(1)
Papers
Contracting with a Learning Agent
NeurIPS 2024
A Permutation-Equivariant Neural Network Architecture For Auction Design
AAAI 2021
Auction Learning as a Two-Player Game
ICLR 2021
Decentralized Reinforcement Learning: Global Decision-Making via Local Economic Transactions
ICML 2020
Subsidy Allocations in the Presence of Income Shocks
AAAI 2020
Multi-armed Bandit Problems with Strategic Arms
COLT 2019