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Luofeng Liao
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2020 – today
- 2024
- [j1]Luofeng Liao, Li Shen
, Jia Duan, Mladen Kolar, Dacheng Tao:
Local AdaGrad-type algorithm for stochastic convex-concave optimization. Mach. Learn. 113(4): 1819-1838 (2024) - [c5]Zongjun Yang, Luofeng Liao, Christian Kroer:
Greedy-Based Online Fair Allocation with Adversarial Input: Enabling Best-of-Many-Worlds Guarantees. AAAI 2024: 9960-9968 - [i10]Luofeng Liao, Christian Kroer:
Bootstrapping Fisher Market Equilibrium and First-Price Pacing Equilibrium. CoRR abs/2402.02303 (2024) - [i9]Luofeng Liao, Christian Kroer, Sergei Leonenkov, Okke Schrijvers, Liang Shi, Nicolás Stier Moses, Congshan Zhang:
Interference Among First-Price Pacing Equilibria: A Bias and Variance Analysis. CoRR abs/2402.07322 (2024) - [i8]Luofeng Liao, Christian Kroer:
Statistical Inference and A/B Testing in Fisher Markets and Paced Auctions. CoRR abs/2406.15522 (2024) - 2023
- [c4]Luofeng Liao, Yuan Gao, Christian Kroer:
Statistical Inference for Fisher Market Equilibrium. ICLR 2023 - [c3]Luofeng Liao, Christian Kroer:
Statistical Inference and A/B Testing for First-Price Pacing Equilibria. ICML 2023: 20868-20905 - [i7]Luofeng Liao, Christian Kroer:
Statistical Inference and A/B Testing for First-Price Pacing Equilibria. CoRR abs/2301.02276 (2023) - [i6]Zongjun Yang, Luofeng Liao, Christian Kroer:
Greedy-Based Online Fair Allocation with Adversarial Input: Enabling Best-of-Many-Worlds Guarantees. CoRR abs/2308.09277 (2023) - 2022
- [c2]Luofeng Liao, Yuan Gao, Christian Kroer:
Nonstationary Dual Averaging and Online Fair Allocation. NeurIPS 2022 - [i5]Luofeng Liao, Yuan Gao, Christian Kroer:
Nonstationary Dual Averaging and Online Fair Allocation. CoRR abs/2202.11614 (2022) - [i4]Luofeng Liao, Yuan Gao, Christian Kroer:
Statistical Inference for Fisher Market Equilibrium. CoRR abs/2209.15422 (2022) - 2021
- [i3]Luofeng Liao, Zuyue Fu, Zhuoran Yang, Mladen Kolar, Zhaoran Wang:
Instrumental Variable Value Iteration for Causal Offline Reinforcement Learning. CoRR abs/2102.09907 (2021) - [i2]Luofeng Liao, Li Shen, Jia Duan, Mladen Kolar, Dacheng Tao:
Local AdaGrad-Type Algorithm for Stochastic Convex-Concave Minimax Problems. CoRR abs/2106.10022 (2021) - 2020
- [c1]Luofeng Liao, You-Lin Chen, Zhuoran Yang, Bo Dai, Mladen Kolar, Zhaoran Wang:
Provably Efficient Neural Estimation of Structural Equation Models: An Adversarial Approach. NeurIPS 2020 - [i1]Luofeng Liao, You-Lin Chen, Zhuoran Yang, Bo Dai, Zhaoran Wang, Mladen Kolar:
Provably Efficient Neural Estimation of Structural Equation Model: An Adversarial Approach. CoRR abs/2007.01290 (2020)
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