Christoph Lampert

13 papers A* 4Journal 6Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Generalization in multi-objective machine learning. Neural Comput. Appl. Peter Súkeník, Christoph Lampert
2024	J	`jnl`	Banded Square Root Matrix Factorization for Differentially Private Model Training. CoRR Nikita P. Kalinin, Christoph Lampert
2024	J	`jnl`	Neural Collapse versus Low-rank Bias: Is Deep Neural Collapse Really Optimal? CoRR Peter Súkeník, Marco Mondelli, Christoph Lampert
2023	J	`jnl`	Deep Neural Collapse Is Provably Optimal for the Deep Unconstrained Features Model. CoRR Peter Súkeník, Marco Mondelli, Christoph Lampert
2020	—	`conf`	Does SGD Implicitly Optimize for Smoothness? GCPR Václav Volhejn, Christoph Lampert
2020	A*	`conf`	On the Sample Complexity of Adversarial Multi-Source PAC Learning. ICML Nikola Konstantinov, Elias Frantar, Dan Alistarh, Christoph Lampert
2019	—	`conf`	Detecting Visual Relationships Using Box Attention. ICCV Workshops Alexander Kolesnikov, Alina Kuznetsova, Christoph Lampert, Vittorio Ferrari
2019	A*	`conf`	Distillation-Based Training for Multi-Exit Architectures. ICCV Mary Phuong, Christoph Lampert
2019	A*	`conf`	Robust Learning from Untrusted Sources. ICML Nikola Konstantinov, Christoph Lampert
2019	J	`jnl`	Robust Learning from Untrusted Sources. CoRR Nikola Konstantinov, Christoph Lampert
2019	A*	`conf`	Towards Understanding Knowledge Distillation. ICML Mary Phuong, Christoph Lampert
2018	J	`jnl`	Guest Editors' Introduction to the Special Section on Learning with Shared Information for Computer Vision and Multimedia Analysis. IEEE Trans. Pattern Anal. Mach. Intell. Trevor Darrell, Christoph Lampert, Nicu Sebe, Ying Wu, Yan Yan
2006	—	`conf`	Spatiogram-Based Shot Distances for Video Retrieval. TRECVID Adrian Ulges, Christoph Lampert, Daniel Keysers