Shomorony, Ilan

9 publications

AISTATS 2025 Dynamic DBSCAN with Euler Tour Sequences Seiyun Shin, Ilan Shomorony, Peter Macgregor

ICML 2024 Faster Maximum Inner Product Search in High Dimensions Mo Tiwari, Ryan Kang, Jaeyong Lee, Donghyun Lee, Christopher J Piech, Sebastian Thrun, Ilan Shomorony, Martin Jinye Zhang

TMLR 2024 Prioritized Federated Learning: Leveraging Non-Priority Clients for Targeted Model Improvement Aditya Narayan Ravi, Ilan Shomorony

ALT 2023 Adaptive Power Method: Eigenvector Estimation from Sampled Data Seiyun Shin, Han Zhao, Ilan Shomorony

NeurIPS 2023 BanditPAM++: Faster $k$-Medoids Clustering Mo Tiwari, Ryan Kang, Donghyun Lee, Sebastian Thrun, Ilan Shomorony, Martin J Zhang

NeurIPS 2023 Efficient Learning of Linear Graph Neural Networks via Node Subsampling Seiyun Shin, Ilan Shomorony, Han Zhao

NeurIPS 2022 MABSplit: Faster Forest Training Using Multi-Armed Bandits Mo Tiwari, Ryan Kang, Jaeyong Lee, Chris Piech, Ilan Shomorony, Sebastian Thrun, Martin J Zhang

NeurIPS 2020 Adaptive Learning of Rank-One Models for Efficient Pairwise Sequence Alignment Govinda Kamath, Tavor Baharav, Ilan Shomorony

NeurIPS 2020 BanditPAM: Almost Linear Time K-Medoids Clustering via Multi-Armed Bandits Mo Tiwari, Martin J Zhang, James Mayclin, Sebastian Thrun, Chris Piech, Ilan Shomorony