Lu, Chi-Jen

19 publications

NeurIPS 2023 Closing the Computational-Statistical Gap in Best Arm Identification for Combinatorial Semi-Bandits Ruo-Chun Tzeng, Po-An Wang, Alexandre Proutiere, Chi-Jen Lu

AISTATS 2022 Improved Analysis of Randomized SVD for Top-Eigenvector Approximation Ruo-Chun Tzeng, Po-An Wang, Florian Adriaens, Aristides Gionis, Chi-Jen Lu

ACML 2021 Lifelong Learning with Branching Experts Yi-Shan Wu, Yi-Te Hong, Chi-Jen Lu

AISTATS 2019 Lifelong Optimization with Low Regret Yi-Shan Wu, Po-An Wang, Chi-Jen Lu

ALT 2019 Online Linear Optimization with Sparsity Constraints Jun-Kun Wang, Chi-Jen Lu, Shou-De Lin

ACML 2018 Efficient Mechanisms for Peer Grading and Dueling Bandits Chuang-Chieh Lin, Chi-Jen Lu

NeurIPS 2017 Online Reinforcement Learning in Stochastic Games Chen-Yu Wei, Yi-Te Hong, Chi-Jen Lu

ICML 2017 Tensor Decomposition via Simultaneous Power Iteration Po-An Wang, Chi-Jen Lu

AISTATS 2016 Rivalry of Two Families of Algorithms for Memory-Restricted Streaming PCA Chun-Liang Li, Hsuan-Tien Lin, Chi-Jen Lu

NeurIPS 2016 Tracking the Best Expert in Non-Stationary Stochastic Environments Chen-Yu Wei, Yi-Te Hong, Chi-Jen Lu

ALT 2015 Online Learning in Markov Decision Processes with Continuous Actions Yi-Te Hong, Chi-Jen Lu

ICML 2014 Boosting with Online Binary Learners for the Multiclass Bandit Problem Shang-Tse Chen, Hsuan-Tien Lin, Chi-Jen Lu

ACML 2014 Pseudo-Reward Algorithms for Contextual Bandits with Linear Payoff Functions Ku-Chun Chou, Hsuan-Tien Lin, Chao-Kai Chiang, Chi-Jen Lu

COLT 2013 Beating Bandits in Gradually Evolving Worlds Chao-Kai Chiang, Chia-Jung Lee, Chi-Jen Lu

ICML 2012 An Online Boosting Algorithm with Theoretical Justifications Shang-Tse Chen, Hsuan-Tien Lin, Chi-Jen Lu

COLT 2012 Online Optimization with Gradual Variations Chao-Kai Chiang, Tianbao Yang, Chia-Jung Lee, Mehrdad Mahdavi, Chi-Jen Lu, Rong Jin, Shenghuo Zhu

ALT 2011 Making Online Decisions with Bounded Memory Chi-Jen Lu, Wei-Fu Lu

JMLR 2010 Tree Decomposition for Large-Scale SVM Problems Fu Chang, Chien-Yang Guo, Xiao-Rong Lin, Chi-Jen Lu

JMLR 2006 Adaptive Prototype Learning Algorithms: Theoretical and Experimental Studies Fu Chang, Chin-Chin Lin, Chi-Jen Lu