Deng, Samuel

5 publications

NeurIPS 2024 Group-Wise Oracle-Efficient Algorithms for Online Multi-Group Learning Samuel Deng, Daniel Hsu, Jingwen Liu

ICML 2024 Multi-Group Learning for Hierarchical Groups Samuel Deng, Daniel Hsu

AISTATS 2022 Learning Tensor Representations for Meta-Learning Samuel Deng, Yilin Guo, Daniel Hsu, Debmalya Mandal

NeurIPS 2021 A Separation Result Between Data-Oblivious and Data-Aware Poisoning Attacks Samuel Deng, Sanjam Garg, Somesh Jha, Saeed Mahloujifar, Mohammad Mahmoody, Abhradeep Guha Thakurta

NeurIPS 2020 Ensuring Fairness Beyond the Training Data Debmalya Mandal, Samuel Deng, Suman Jana, Jeannette Wing, Daniel J. Hsu