Instrumental variable value iteration for causal offline reinforcement learning L Liao, Z Fu, Z Yang, Y Wang, M Kolar, Z Wang arXiv preprint arXiv:2102.09907, 2021 | 30 | 2021 |
Provably efficient neural estimation of structural equation models: An adversarial approach L Liao, YL Chen, Z Yang, B Dai, M Kolar, Z Wang NeurIPS 2020, 2020 | 24 | 2020 |
Nonstationary Dual Averaging and Online Fair Allocation L Liao, Y Gao, C Kroer NeurIPS 2022, 2022 | 6 | 2022 |
Local AdaGrad-type algorithm for stochastic convex-concave optimization L Liao, L Shen, J Duan, M Kolar, D Tao Machine Learning, 2022 | 4 | 2022 |
Statistical Inference and A/B Testing for First-Price Pacing Equilibria L Liao, C Kroer ICML 2023, 2023 | | 2023 |
Statistical Inference for Fisher Market Equilibrium L Liao, Y Gao, C Kroer ICLR 2023, 2022 | | 2022 |