Publications

Dec 31, 2023 Management Science (forthcoming)

Contextual Standard Auctions with Budgets: Revenue Equivalence and Efficiency Guarantees

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May 1, 2023 ICLR

Statistical Inference for Fisher Market Equilibrium

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May 1, 2023 ICLR

A Unified Approach to Reinforcement Learning, Quantal Response Equilibria, and Two-Player Zero-Sum Games

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Feb 1, 2023 AAAI (Oral)

Fast and Interpretable Dynamics for Fisher Markets via Block-Coordinate Updates

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Dec 31, 2022 Management Science (forthcoming)

Pacing Equilibrium in First-Price Auction Markets

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Dec 31, 2022 Operations Research

Infinite-Dimensional Fisher Markets and Tractable Fair Division

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Dec 8, 2022 NeurIPS (Oral)

Uncoupled Learning Dynamics with $O(łog T)$ Swap Regret in Multiplayer Games

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Dec 8, 2022 NeurIPS

Optimal Efficiency-Envy Trade-Off via Optimal Transport

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Dec 8, 2022 NeurIPS

Nonstationary Dual Averaging and Online Fair Allocation

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Dec 8, 2022 NeurIPS

Near-optimal no-regret learning for general convex games

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Jul 22, 2022 ICML

Online Learning with Knapsacks: the Best of Both Worlds

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Jul 22, 2022 ICML

Kernelized Multiplicative Weights for 0/1-Polyhedral Games: Bridging the Gap Between Learning in Extensive-Form and Normal-Form Games

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Jul 15, 2022 EC

Faster No-Regret Learning Dynamics for Extensive-Form Correlated and Coarse Correlated Equilibria

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Jul 15, 2022 EC

Contextual Standard Auctions with Budgets: Revenue Equivalence and Efficiency Guarantees

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Mar 1, 2022 Operations Research

Multiplicative Pacing Equilibria in Auction Markets

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Jan 6, 2022 TheWebConf

The Parity Ray Regularizer for Pacing in Auction Markets

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Jan 1, 2022 Operations Research

Computing large market equilibria using abstractions

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Dec 14, 2021 WINE

Throttling Equilibria in Auction Markets

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Dec 6, 2021 NeurIPS

Online Market Equilibrium with Application to Fair Division

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Dec 6, 2021 NeurIPS

Last-iterate Convergence in Extensive-Form Games

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Dec 6, 2021 NeurIPS

Conic Blackwell Algorithm: Parameter-Free Convex-Concave Saddle-Point Solving

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Aug 21, 2021 IJCAI

Dominant Resource Fairness with Meta-Types

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Jul 22, 2021 EC

The Complexity of Pacing for Second-Price Auctions

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Jul 22, 2021 EC

Better Regularization for Sequential Decision Spaces: Fast Convergence Rates for Nash, Correlated, and Team Equilibria

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Jul 18, 2021 ICML (spotlight)

First-Order Methods for Wasserstein Distributionally Robust MDP

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Feb 1, 2021 AAAI

Scalable First-Order Methods for Robust MDPs

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Feb 1, 2021 AAAI

Infinite-Dimensional Fisher Markets: Equilibrium, Duality and Optimization

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Feb 1, 2021 AAAI

Increasing Iterate Averaging for Solving Saddle-Point Problems

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Feb 1, 2021 AAAI

Faster Game Solving via Predictive Blackwell Approachability: Connecting Regret Matching and Mirror Descent

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Dec 20, 2020 Mathematical Programming Series A

Faster algorithms for extensive-form game solving via improved smoothing functions

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Dec 19, 2020 Artificial Intelligence Journal

Limited Lookahead in Imperfect-Information Games

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Dec 1, 2020 NeurIPS

First-order methods for large-scale market equilibrium computation

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Dec 1, 2020 NeurIPS

Evaluating and Rewarding Teamwork Using Cooperative Game Abstractions

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Jul 1, 2020 ICML

Stochastic regret minimization in extensive-form games

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Jul 1, 2020 EC

Matching Algorithms for Blood Donation

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Feb 1, 2020 AAAI (oral presentation)

Robust Market Equilibria with Uncertain Preferences

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Dec 1, 2019 NeurIPS

Robust Multi-agent Counterfactual Prediction

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Dec 1, 2019 NeurIPS

Optimistic Regret Minimization for Extensive-Form Games via Dilated Distance-Generating Functions

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Jul 1, 2019 EC

Pacing Equilibrium in First-Price Auction Markets

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Jul 1, 2019 EC

Computing large market equilibria using abstractions

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Jun 1, 2019 ICML

Stable-Predictive Optimistic Counterfactual Regret Minimization

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Jun 1, 2019 ICML (long oral)

Regret Circuits: Composability of Regret Minimizers

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Feb 1, 2019 AAAI

Quasi-Perfect Stackelberg Equilibrium

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Feb 1, 2019 AAAI

Online Convex Optimization for Sequential Decision Processes and Extensive-Form Games

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Dec 15, 2018 WINE

Multiplicative Pacing Equilibria in Auction Markets

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Dec 1, 2018 NeurIPS (spotlight presentation)

Solving Large Sequential Games with the Excessive Gap Technique

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Dec 1, 2018 NeurIPS

A Unified Framework for Extensive-Form Game Abstraction with Bounds

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Jul 1, 2018 IJCAI

Trembling-Hand Perfection in Extensive-Form Games with Commitment

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Feb 1, 2018 AAAI

Robust Stackelberg Equilibria in Extensive-Form Games and Extension to Limited Lookahead

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Aug 19, 2017 IJCAI

Smoothing Method for Approximate Extensive-Form Perfect Equilibrium

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Aug 1, 2017 ICML

Regret Minimization in Behaviorally-Constrained Zero-Sum Games

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Jun 1, 2017 EC

Theoretical and Practical Advances on Smoothing for Extensive-Form Games

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Feb 1, 2017 AAAI

Dynamic Thresholding and Pruning for Regret Minimization

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Jul 24, 2016 EC

Arbitrage-Free Combinatorial Market Making via Integer Programming

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Jul 9, 2016 IJCAI

Sequential Planning for Steering Immune System Adaptation

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Jul 1, 2016 IJCAI

Limited Lookahead in Imperfect-Information Games

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Jul 1, 2016 EC

Imperfect-Recall Abstractions with Bounds in Games

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Jun 1, 2016 EC

Faster First-Order Methods for Extensive-Form Game Solving

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May 1, 2015 AAMAS

Discretization of Continuous Action Spaces in Extensive-Form Games

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May 1, 2015 AAMAS

Computational Bundling for Auctions

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Dec 1, 2014 Computational Intelligence

Symbolic Configuration for Interactive Container Ship Stowage Planning

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Jul 1, 2014 WiSec

Power napping with loud neighbors: optimal energy-constrained jamming and anti-jamming

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Jun 1, 2014 EC

Extensive-Form Game Abstraction With Bounds

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Nov 1, 2013 ADT

Robust optimization of recommendation sets with the maximin utility criterion

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Jun 1, 2012 ICAPS

Automated Planning for Liner Shipping Fleet Repositioning.

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May 1, 2011 ICTAI

Feature filtering for instance-specific algorithm configuration

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