Ma, Yifei

15 publications

NeurIPS 2024 Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms Miaosen Zhang, Yixuan Wei, Zhen Xing, Yifei Ma, Zuxuan Wu, Ji Li, Zheng Zhang, Qi Dai, Chong Luo, Xin Geng, Baining Guo

ICMLW 2024 Optimal Design for Human Feedback Subhojyoti Mukherjee, Anusha Lalitha, Kousha Kalantari, Aniket Anand Deshmukh, Ge Liu, Yifei Ma, Branislav Kveton

NeurIPS 2024 Optimal Design for Human Preference Elicitation Subhojyoti Mukherjee, Anusha Lalitha, Kousha Kalantari, Aniket Deshmukh, Ge Liu, Yifei Ma, Branislav Kveton

ICMLW 2023 Active Learning with Crowd Sourcing Improves Information Retrieval Zhuotong Chen, Yifei Ma, Branislav Kveton, Anoop Deoras

UAI 2023 Fixed-Budget Best-Arm Identification with Heterogeneous Reward Variances Anusha Lalitha Lalitha, Kousha Kalantari, Yifei Ma, Anoop Deoras, Branislav Kveton

ICLR 2022 Bridging Recommendation and Marketing via Recurrent Intensity Modeling Yifei Ma, Ge Liu, Anoop Deoras

AAAI 2022 Context Uncertainty in Contextual Bandits with Applications to Recommender Systems Hao Wang, Yifei Ma, Hao Ding, Yuyang Wang

NeurIPSW 2021 Language Models as Recommender Systems: Evaluations and Limitations Yuhui Zhang, Hao Ding, Zeren Shui, Yifei Ma, James Zou, Anoop Deoras, Hao Wang

AISTATS 2019 Imitation-Regularized Offline Learning Yifei Ma, Yu-Xiang Wang, Balakrishnan Narayanaswamy

NeurIPS 2019 Towards Optimal Off-Policy Evaluation for Reinforcement Learning with Marginalized Importance Sampling Tengyang Xie, Yifei Ma, Yu-Xiang Wang

AAAI 2017 Active Search for Sparse Signals with Region Sensing Yifei Ma, Roman Garnett, Jeff G. Schneider

AISTATS 2015 Active Pointillistic Pattern Search Yifei Ma, Danica J. Sutherland, Roman Garnett, Jeff G. Schneider

UAI 2015 Active Search and Bandits on Graphs Using Sigma-Optimality Yifei Ma, Tzu-Kuo Huang, Jeff G. Schneider

AISTATS 2014 Active Area Search via Bayesian Quadrature Yifei Ma, Roman Garnett, Jeff G. Schneider

NeurIPS 2013 Σ-Optimality for Active Learning on Gaussian Random Fields Yifei Ma, Roman Garnett, Jeff Schneider