Invited Session IS054
Recent Advances in Statistical Machine Learning |
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Character | Name | Affiliation | Title |
Organizer | Zhenhua Lin | National University of Singapore | |
Chair | Zhenhua Lin | National University of Singapore | |
Speaker | Jian Huang | Hong Kong Polytechnic University | A Bayesian Framework for Leveraging Pretrained Large Diffusion Models |
Speaker | Yang Feng | New York University | Unsupervised Federated Learning: A Federated Gradient EM Algorithm for Heterogeneous Mixture Models With Robustness Against Adversarial Attacks |
Speaker | Fan Zhou | Shanghai University of Finance and Economics | Value Enhancement of Reinforcement Learning via Efficient and Robust Trust Region Optimization |
Speaker | Yaqi Duan | New York University | Taming "Data-Hungry" Reinforcement Learning? Stability in Continuous State-Action Spaces |