no code implementations • 24 Feb 2023 • Rui Miao, Zhengling Qi, Cong Shi, Lin Lin
Specifically, relying on the structural models of revenue and price, we establish the identifiability condition of an optimal pricing strategy under endogeneity with the help of invalid instrumental variables.
1 code implementation • ACM International Conference on Information & Knowledge Management (CIKM) 2022 • Yili Wang, Kaixiong Zhou, Rui Miao, Ninghao Liu, Xin Wang
To bridge the gap between large-scale graph training and contrastive learning, we propose adaptive subgraph contrastive learning (AdaGCL).
no code implementations • 21 Sep 2022 • Rui Miao, Zhengling Qi, Xiaoke Zhang
We study the problem of off-policy evaluation (OPE) for episodic Partially Observable Markov Decision Processes (POMDPs) with continuous states.
no code implementations • 3 May 2021 • Zhengling Qi, Rui Miao, Xiaoke Zhang
Data-driven individualized decision making has recently received increasing research interests.
no code implementations • Findings of the Association for Computational Linguistics 2020 • Zhong Zhang, Chongming Gao, Cong Xu, Rui Miao, Qinli Yang, Junming Shao
They call it the representation degeneration problem and propose a cosine regularization to solve it.