Christoph Lampert

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 11

Top Topics

Sample Complexity

Matrix Factorization

Shared Information

Top Venues

Publications

Nikita Kalinin, Christoph Lampert
Banded Square Root Matrix Factorization for Differentially Private Model Training. CoRR (2024)
Peter Súkeník, Marco Mondelli, Christoph Lampert
Neural Collapse versus Low-rank Bias: Is Deep Neural Collapse Really Optimal? CoRR (2024)
Peter Súkeník, Marco Mondelli, Christoph Lampert
Deep Neural Collapse Is Provably Optimal for the Deep Unconstrained Features Model. CoRR (2023)
Nikola Konstantinov, Elias Frantar, Dan Alistarh, Christoph Lampert
On the Sample Complexity of Adversarial Multi-Source PAC Learning. ICML (2020)
Václav Volhejn, Christoph Lampert
Does SGD Implicitly Optimize for Smoothness? GCPR (2020)
Nikola Konstantinov, Christoph Lampert
Robust Learning from Untrusted Sources. ICML (2019)
Alexander Kolesnikov, Alina Kuznetsova, Christoph Lampert, Vittorio Ferrari
Detecting Visual Relationships Using Box Attention. ICCV Workshops (2019)
Mary Phuong, Christoph Lampert
Distillation-Based Training for Multi-Exit Architectures. ICCV (2019)
Mary Phuong, Christoph Lampert
Towards Understanding Knowledge Distillation. ICML (2019)
Nikola Konstantinov, Christoph Lampert
Robust Learning from Untrusted Sources. CoRR (2019)
Trevor Darrell, Christoph Lampert, Nicu Sebe, Ying Wu, Yan Yan
Guest Editors' Introduction to the Special Section on Learning with Shared Information for Computer Vision and Multimedia Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 40 (5) (2018)
Adrian Ulges, Christoph Lampert, Daniel Keysers
Spatiogram-Based Shot Distances for Video Retrieval. TRECVID (2006)