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AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks

Alexandra Peste , Eugenia Iofinova , Adrian Vladu , Dan Alistarh
2022
Pré-publication, Document de travail hal-03873330v1

Faster Sparse Minimum Cost Flow by Electrical Flow Localization

Kyriakos Axiotis , Aleksander Mądry , Adrian Vladu
2021
Pré-publication, Document de travail hal-03873179v1

Quantized Distributed Training of Large Models with Convergence Guarantees

Ilia Markov , Adrian Vladu , Qi Guo , Dan Alistarh
ICML 2023, Jul 2023, Honolulu, HI, United States. ⟨10.5555/3618408.3619409⟩
Communication dans un congrès hal-04307344v1

CrAM: A Compression-Aware Minimizer

Alexandra Peste , Adrian Vladu , Eldar Kurtic , Christoph H. Lampert , Dan Alistarh
ICLR 2023, May 2023, Kigali, Rwanda
Communication dans un congrès hal-03807520v1

Discrepancy Minimization via Regularization

Lucas Pesenti , Adrian Vladu
SODA 2023, Jan 2023, Florence, Italy. pp.1734-1758, ⟨10.1137/1.9781611977554.ch66⟩
Communication dans un congrès hal-03868123v1

Faster Sparse Minimum Cost Flow by Electrical Flow Localization

Kyriakos Axiotis , Aleksander Madry , Adrian Vladu
62nd Annual IEEE Symposium on Foundations of Computer Science, Feb 2022, Virtual-only, United States. pp.528-539, ⟨10.1109/FOCS52979.2021.00059⟩
Communication dans un congrès hal-03807416v1

AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks

Alexandra Peste , Eugenia Iofinova , Adrian Vladu , Dan Alistarh
NeurIPS 2021, Dec 2021, Virtual-Only, France
Communication dans un congrès hal-03807516v1

Interior Point Methods with a Gradient Oracle

Adrian Vladu
STOC 2023, Jun 2023, Orlando, FL, United States. ⟨10.1145/3564246.3585142⟩
Communication dans un congrès hal-04307350v1