Notice détaillée
Titre
MLO
Formal Name (French)
Laboratoire d'apprentissage automatique et d'optimisation
Formal Name (English)
Machine Learning and Optimization Laboratory
Lab Manager
Jaggi, Martin
Group ID
U13319
Auteurs affilié
Alemán, Ignacio Sukarno
Bachmann Ona, Jennifer
Bahreinian, Seyed Ali
Barba Flores, Luis Felipe
Ben Naceur, Walid Aymen
Bossy, Thierry
Chavdarova, Tatjana
Chayti, El Mahdi
Cordonnier, Jean-Baptiste
Courdier, Evann Pierre Guy
Dieuleveut, Aymeric Daphnis Kévin
Doikov, Nikita
Dorthe, Titouan
Durech, Eduard
Durech, Eduard Frank
Dönz, Jonathan
El Guedj, Hugo Arthur André Louis
Fan, Dongyang
Fan, Simin
Flesch, Boris David Pierre
Grimberg, Felix
Grubenmann, Ralf
Hartley, Mary-Anne
Hashemi, Diba
He, Lie
Hendrikx, Hadrien
Hägele, Alexander
Hölzl, Edoardo Tarek
Jaggi, Martin
Karimireddy, Sai Praneeth Reddy
Koloskova, Anastasiia
Kosson, Atli
Langovoy, Mikhail
Lin, Tao
Lippoldt, Franziska
Massemin, Lucas Christophe
Messmer, Bettina Ursula
Milenkoski, Martin
Mohtashami, Amirkeivan
Naumova, Klavdiia
Pagliardini, Matteo
Rezaie, Amir
Rousset, Valérian
Stich, Sebastian Urban
Vignoud, Julien Tuân Tu
Vogels, Thijs
Bachmann Ona, Jennifer
Bahreinian, Seyed Ali
Barba Flores, Luis Felipe
Ben Naceur, Walid Aymen
Bossy, Thierry
Chavdarova, Tatjana
Chayti, El Mahdi
Cordonnier, Jean-Baptiste
Courdier, Evann Pierre Guy
Dieuleveut, Aymeric Daphnis Kévin
Doikov, Nikita
Dorthe, Titouan
Durech, Eduard
Durech, Eduard Frank
Dönz, Jonathan
El Guedj, Hugo Arthur André Louis
Fan, Dongyang
Fan, Simin
Flesch, Boris David Pierre
Grimberg, Felix
Grubenmann, Ralf
Hartley, Mary-Anne
Hashemi, Diba
He, Lie
Hendrikx, Hadrien
Hägele, Alexander
Hölzl, Edoardo Tarek
Jaggi, Martin
Karimireddy, Sai Praneeth Reddy
Koloskova, Anastasiia
Kosson, Atli
Langovoy, Mikhail
Lin, Tao
Lippoldt, Franziska
Massemin, Lucas Christophe
Messmer, Bettina Ursula
Milenkoski, Martin
Mohtashami, Amirkeivan
Naumova, Klavdiia
Pagliardini, Matteo
Rezaie, Amir
Rousset, Valérian
Stich, Sebastian Urban
Vignoud, Julien Tuân Tu
Vogels, Thijs
Institut
IINFCOM
Faculté
IC
Note
Member of MLO unit
Lien extérieur
https://mlo.epfl.ch/
Publications
A Distributed Second-Order Algorithm You Can Trust
Approximate Steepest Coordinate Descent
Attention is not all you need: pure attention loses rank doubly exponentially with depth
Context Mover's Distance & Barycenters: Optimal Transport of Contexts for Building Representations
Design Patterns for Resource-Constrained Automated Deep-Learning Methods
Error Feedback Fixes SignSGD and other Gradient Compression Schemes
Interpreting Language Models Through Knowledge Graph Extraction
Is Artificial intelligence as accurate as spirometry in early diagnosis of asthma exacerbation in children ? A prospective study.
Learning from History for Byzantine Robust Optimization
MLBench - Optional Semester Project
Voir toutes les publications (148)
Approximate Steepest Coordinate Descent
Attention is not all you need: pure attention loses rank doubly exponentially with depth
Context Mover's Distance & Barycenters: Optimal Transport of Contexts for Building Representations
Design Patterns for Resource-Constrained Automated Deep-Learning Methods
Error Feedback Fixes SignSGD and other Gradient Compression Schemes
Interpreting Language Models Through Knowledge Graph Extraction
Is Artificial intelligence as accurate as spirometry in early diagnosis of asthma exacerbation in children ? A prospective study.
Learning from History for Byzantine Robust Optimization
MLBench - Optional Semester Project
Voir toutes les publications (148)
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