Luofeng Liao

21 papers A* 7Journal 14
YearRankTypeTitle / Venue / Authors
2025 A* conf
Interference Among First-Price Pacing Equilibria: A Bias and Variance Analysis.
ICLR
Luofeng Liao, Christian Kroer, Sergei Leonenkov, Okke Schrijvers, Liang Shi, Nicolás Stier Moses, Congshan Zhang
2025 J jnl
The Bias-Variance Tradeoff in Data-Driven Optimization: A Local Misspecification Perspective.
CoRR
Haixiang Lan, Luofeng Liao, Adam N. Elmachtoub, Christian Kroer, Henry Lam, Haofeng Zhang
2024 A* conf
Bootstrapping Fisher Market Equilibrium and First-Price Pacing Equilibrium.
ICML
Luofeng Liao, Christian Kroer
2024 J jnl
Bootstrapping Fisher Market Equilibrium and First-Price Pacing Equilibrium.
CoRR
Luofeng Liao, Christian Kroer
2024 A* conf
Greedy-Based Online Fair Allocation with Adversarial Input: Enabling Best-of-Many-Worlds Guarantees.
AAAI
Zongjun Yang, Luofeng Liao, Christian Kroer
2024 J jnl
Instrumental Variable Value Iteration for Causal Offline Reinforcement Learning.
J. Mach. Learn. Res.
Luofeng Liao, Zuyue Fu, Zhuoran Yang, Yixin Wang, Dingli Ma, Mladen Kolar, Zhaoran Wang
2024 J jnl
Interference Among First-Price Pacing Equilibria: A Bias and Variance Analysis.
CoRR
Luofeng Liao, Christian Kroer, Sergei Leonenkov, Okke Schrijvers, Liang Shi, Nicolás Stier Moses, Congshan Zhang
2024 J jnl
Local AdaGrad-type algorithm for stochastic convex-concave optimization.
Mach. Learn.
Luofeng Liao, Li Shen, Jia Duan, Mladen Kolar, Dacheng Tao
2024 J jnl
Online Fair Allocation with Best-of-Many-Worlds Guarantees.
CoRR
Zongjun Yang, Luofeng Liao, Yuan Gao, Christian Kroer
2024 J jnl
Statistical Inference and A/B Testing in Fisher Markets and Paced Auctions.
CoRR
Luofeng Liao, Christian Kroer
2023 J jnl
Greedy-Based Online Fair Allocation with Adversarial Input: Enabling Best-of-Many-Worlds Guarantees.
CoRR
Zongjun Yang, Luofeng Liao, Christian Kroer
2023 A* conf
Statistical Inference and A/B Testing for First-Price Pacing Equilibria.
ICML
Luofeng Liao, Christian Kroer
2023 J jnl
Statistical Inference and A/B Testing for First-Price Pacing Equilibria.
CoRR
Luofeng Liao, Christian Kroer
2023 A* conf
Statistical Inference for Fisher Market Equilibrium.
ICLR
Luofeng Liao, Yuan Gao, Christian Kroer
2022 A* conf
Nonstationary Dual Averaging and Online Fair Allocation.
NeurIPS
Luofeng Liao, Yuan Gao, Christian Kroer
2022 J jnl
Nonstationary Dual Averaging and Online Fair Allocation.
CoRR
Luofeng Liao, Yuan Gao, Christian Kroer
2022 J jnl
Statistical Inference for Fisher Market Equilibrium.
CoRR
Luofeng Liao, Yuan Gao, Christian Kroer
2021 J jnl
Instrumental Variable Value Iteration for Causal Offline Reinforcement Learning.
CoRR
Luofeng Liao, Zuyue Fu, Zhuoran Yang, Mladen Kolar, Zhaoran Wang
2021 J jnl
Local AdaGrad-Type Algorithm for Stochastic Convex-Concave Minimax Problems.
CoRR
Luofeng Liao, Li Shen, Jia Duan, Mladen Kolar, Dacheng Tao
2020 J jnl
Provably Efficient Neural Estimation of Structural Equation Model: An Adversarial Approach.
CoRR
Luofeng Liao, You-Lin Chen, Zhuoran Yang, Bo Dai, Zhaoran Wang, Mladen Kolar
2020 A* conf
Provably Efficient Neural Estimation of Structural Equation Models: An Adversarial Approach.
NeurIPS
Luofeng Liao, You-Lin Chen, Zhuoran Yang, Bo Dai, Mladen Kolar, Zhaoran Wang