Year: 2025

Book

Essential Mathematics for Convex Optimization

2025
Kilinc-Karzan F, Nemirovski A

Conference

Relax: Composable Abstractions for End-to-End Dynamic Machine Learning

2025 • PROCEEDINGS OF THE 30TH ACM INTERNATIONAL CONFERENCE ON ARCHITECTURAL SUPPORT FOR PROGRAMMING LANGUAGES AND OPERATING SYSTEMS, VOL 2, ASPLOS 2025 • 998-1013
Lai R, Shao J, Feng S, Lyubomirsky S, Hou B, Lin W, Ye Z, Jin H, Jin Y, Liu J, Jin L, Cai Y, Jiang Z, Wu Y, Park S, Srivastava P, Roesch J, Mowry TC, Chen T

Journal Article

Algorithm Configuration for Structured Pfaffian Settings

2025 • Transactions on Machine Learning Research • 2025-April:
Balcan MF, Nguyen AT, Sharma D

Conference

ApproxED: Approximate Exploitability Descent via Learned Best Responses

2025 • Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS • 1454-1463
Martin C, Sandholm T

Conference

Parallel Cluster-BFS and Applications to Shortest Paths∗

2025 • Proceedings of the Workshop on Algorithm Engineering and Experiments • 2025-January:42-55
Wang L, Blelloch G, Gu Y, Sun Y

Conference

End-To-End Self-Tuning Self-Supervised Time Series Anomaly Detection

2025 • 2025 SIAM International Conference on Data Mining Sdm 2025 • 568-577
Deforce B, Lee MC, Baesens B, Asensio ES, Yoo J, Akoglu L

Conference

Tight Sampling Bounds for Eigenvalue Approximation

2025 • Proceedings of the Annual ACM SIAM Symposium on Discrete Algorithms • 1:489-516
Swartworth W, Woodruff DP