Bo Li

11 papers A* 2A 1Journal 8

Year	Rank	Type	Title / Venue / Authors
2024	A*	`conf`	An improved analysis of per-sample and per-update clipping in federated learning. ICLR Bo Li, Xiaowen Jiang, Mikkel N. Schmidt, Tommy Sonne Alstrøm, Sebastian U. Stich
2024	J	`jnl`	Synthetic data shuffling accelerates the convergence of federated learning under data heterogeneity. Trans. Mach. Learn. Res. Bo Li, Yasin Esfandiari, Mikkel N. Schmidt, Tommy Sonne Alstrøm, Sebastian U. Stich
2023	A*	`conf`	On the Effectiveness of Partial Variance Reduction in Federated Learning with Heterogeneous Data. CVPR Bo Li, Mikkel N. Schmidt, Tommy S. Alstrøm, Sebastian U. Stich
2023	J	`jnl`	Synthetic data shuffling accelerates the convergence of federated learning under data heterogeneity. CoRR Bo Li, Yasin Esfandiari, Mikkel N. Schmidt, Tommy S. Alstrøm, Sebastian U. Stich
2022	J	`jnl`	Automated training of location-specific edge models for traffic counting. Comput. Electr. Eng. Sam Leroux, Bo Li, Pieter Simoens
2022	A	`conf`	Multi-branch Neural Networks for Video Anomaly Detection in Adverse Lighting and Weather Conditions. WACV Sam Leroux, Bo Li, Pieter Simoens
2022	J	`jnl`	Partial Variance Reduction improves Non-Convex Federated learning on heterogeneous data. CoRR Bo Li, Mikkel N. Schmidt, Tommy S. Alstrøm, Sebastian U. Stich
2022	J	`jnl`	Raman Spectrum Matching with Contrastive Representation Learning. CoRR Bo Li, Mikkel N. Schmidt, Tommy S. Alstrøm
2021	J	`jnl`	Decoupled appearance and motion learning for efficient anomaly detection in surveillance video. Comput. Vis. Image Underst. Bo Li, Sam Leroux, Pieter Simoens
2020	J	`jnl`	Decoupled Appearance and Motion Learning for Efficient Anomaly Detection in Surveillance Video. CoRR Bo Li, Sam Leroux, Pieter Simoens
2020	J	`jnl`	On uncertainty estimation in active learning for image segmentation. CoRR Bo Li, Tommy Sonne Alstrøm