An Enhanced Combinatorial Contextual Neural Bandit Approach for Client Selection in Federated Learning. - Ma, Xiangyu; Shi, Wei; Wen, Junfeng (2024)

An MRP Formulation for Supervised Learning: Generalized Temporal Difference Learning Models. - Pan, Yangchen; Wen, Junfeng; Xiao, Chenjun; Torr, Philip (CoRR, 2024)

A Parametric Class of Approximate Gradient Updates for Policy Optimization. - Gummadi, Ramki; Kumar, Saurabh; Wen, Junfeng; Schuurmans, Dale (2022)

A Parametric Class of Approximate Gradient Updates for Policy Optimization. - Gummadi, Ramki; Kumar, Saurabh; Wen, Junfeng; Schuurmans, Dale (CoRR, 2022)

Find Your Friends: Personalized Federated Learning with the Right Collaborators. - Sui, Yi; Wen, Junfeng; Lau, Yenson; Ross, Brendan Leigh; Cresswell, Jesse C. (CoRR, 2022)

Characterizing the Gap Between Actor-Critic and Policy Gradient. - Wen, Junfeng; Kumar, Saurabh; Gummadi, Ramki; Schuurmans, Dale (2021)

Characterizing the Gap Between Actor-Critic and Policy Gradient. - Wen, Junfeng; Kumar, Saurabh; Gummadi, Ramki; Schuurmans, Dale (CoRR, 2021)

ProxyFL: Decentralized Federated Learning through Proxy Model Sharing. - Kalra, Shivam; Wen, Junfeng; Cresswell, Jesse C.; Volkovs, Maksims; Tizhoosh, Hamid R. (CoRR, 2021)

Batch Stationary Distribution Estimation. - Wen, Junfeng; Dai, Bo; Li, Lihong; Schuurmans, Dale (2020)

Domain Aggregation Networks for Multi-Source Domain Adaptation. - Wen, Junfeng; Greiner, Russell; Schuurmans, Dale (2020)

Universal Successor Features for Transfer Reinforcement Learning. - Ma, Chen; Ashley, Dylan R.; Wen, Junfeng; Bengio, Yoshua (CoRR, 2020)

Batch Stationary Distribution Estimation. - Wen, Junfeng; Dai, Bo; Li, Lihong; Schuurmans, Dale (CoRR, 2020)

Domain Aggregation Networks for Multi-Source Domain Adaptation. - Wen, Junfeng; Greiner, Russell; Schuurmans, Dale (CoRR, 2019)

Universal Successor Representations for Transfer Reinforcement Learning. - Ma, Chen; Wen, Junfeng; Bengio, Yoshua (2018)

Universal Successor Representations for Transfer Reinforcement Learning. - Ma, Chen; Wen, Junfeng; Bengio, Yoshua (CoRR, 2018)

Few-Shot Self Reminder to Overcome Catastrophic Forgetting. - Wen, Junfeng; Cao, Yanshuai; Huang, Ruitong (CoRR, 2018)

Convex Two-Layer Modeling with Latent Structure. - Ganapathiraman, Vignesh; Zhang, Xinhua; Yu, Yaoliang; Wen, Junfeng (2016)

Optimal Estimation of Multivariate ARMA Models. - White, Martha; Wen, Junfeng; Bowling, Michael; Schuurmans, Dale (2015)

Correcting Covariate Shift with the Frank-Wolfe Algorithm. - Wen, Junfeng; Greiner, Russell; Schuurmans, Dale (2015)

Robust Learning under Uncertain Test Distributions: Relating Covariate Shift to Model Misspecification. - Wen, Junfeng; Yu, Chun-Nam; Greiner, Russell (2014)