About Yulian Wu Yulian Wu Ph.D. Student, Computer Science machine learning privacy Trustworthy AI decision making decision sciences privacy-preserving AI trustworthy machine learning Robustness Reinforcement Learning quantum machine learning bioinformatics direct preference optimization Yulian Wu is a Ph.D. candidate under the supervision of Professor Francesco Orabona at King Abdullah University of Science and Technology (KAUST). Events Presented Events Apr 12 - Apr 18, 2026 Private and Robust Learning for Decision Making Yulian Wu, Ph.D. Student, Computer Science Apr 14, 15:00 - 17:00 B4 R5220; Zoom Meeting 98132861421 decision making Trustworthy AI privacy-preserving AI Data Privacy machine learning artificial intelligence AI This thesis develops the theoretical foundations of decision-making under privacy, heavy-tailed feedback, and data contamination, establishing fundamental limits and designing near-optimal algorithms across bandits, reinforcement learning, and RLHF.
Private and Robust Learning for Decision Making Yulian Wu, Ph.D. Student, Computer Science Apr 14, 15:00 - 17:00 B4 R5220; Zoom Meeting 98132861421 decision making Trustworthy AI privacy-preserving AI Data Privacy machine learning artificial intelligence AI This thesis develops the theoretical foundations of decision-making under privacy, heavy-tailed feedback, and data contamination, establishing fundamental limits and designing near-optimal algorithms across bandits, reinforcement learning, and RLHF.
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