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Chang, Fu-Chieh
7 publications
ICLRW
2025
CAPM: Fast and Robust Verification on Maxpool-Based CNN via Dual Network
Jia-Hau Bai
,
Chi-Ting Liu
,
Yu Wang
,
Fu-Chieh Chang
,
Pei-Yuan Wu
TMLR
2025
Leveraging Unlabeled Data Sharing Through Kernel Function Approximation in Offline Reinforcement Learning
Yen Ru Lai
,
Fu-Chieh Chang
,
Pei-Yuan Wu
ICLRW
2025
RL-STaR: Theoretical Analysis of Reinforcement Learning Frameworks for Self-Taught Reasoner
Fu-Chieh Chang
,
Yu-Ting Lee
,
Hui-Ying Shih
,
Yi Hsuan Tseng
,
Pei-Yuan Wu
ICLRW
2025
Unraveling Arithmetic in Large Language Models: The Role of Algebraic Structures
Fu-Chieh Chang
,
You-Chen Lin
,
Pei-Yuan Wu
NeurIPSW
2024
Thermal and Energy Management with Fan Control Through Offline Meta-Reinforcement Learning
Shao-Yu Yen
,
Yen Ru Lai
,
Fu-Chieh Chang
,
Pei-Yuan Wu
AISTATS
2023
Sample Complexity of Kernel-Based Q-Learning
Sing-Yuan Yeh
,
Fu-Chieh Chang
,
Chang-Wei Yueh
,
Pei-Yuan Wu
,
Alberto Bernacchia
,
Sattar Vakili
NeurIPSW
2022
Gradient Descent: Robustness to Adversarial Corruption
Fu-Chieh Chang
,
Farhang Nabiei
,
Pei-Yuan Wu
,
Alexandru Cioba
,
Sattar Vakili
,
Alberto Bernacchia