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Acceleration Methods
Alexandre d'Aspremont
,
Damien Scieur
,
Adrien Taylor
5 (1-2), pp.1-245, 2021, Foundations and Trends® in Optimization
Books
hal-03154589v1
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Prot-A-GAN: Automatic Protein Function Annotation using GAN-inspired Knowledge Graph Embedding
Bishnu Sarker
,
Marie-Dominique Devignes
,
Guy Wolf
,
Sabeur Aridhi
ICML 2021 - Workshop on Computational Biology, Jul 2021, Virtual, United States
Conference papers
hal-03541255v1
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SpeechBrain: A General-Purpose Speech Toolkit
Titouan Parcollet
,
Mirco Ravanelli
,
Peter Plantinga
,
Aku Rouhe
,
Samuele Cornell
et al.
2022
Preprints, Working Papers, ...
hal-03601303v1
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Scattering Networks for Hybrid Representation Learning
Edouard Oyallon
,
Sergey Zagoruyko
,
Gabriel Huang
,
Nikos Komodakis
,
Simon Lacoste-Julien
et al.
Journal articles
hal-01837587v1
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The default mode network in cognition: a topographical perspective
Jonathan Smallwood
,
Boris Bernhardt
,
Robert Leech
,
Danilo Bzdok
,
Elizabeth Jefferies
et al.
Journal articles
hal-03437896v1
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International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium
Gabriel A. Brat
,
Griffin M. Weber
,
Nils Gehlenborg
,
Paul Avillach
,
Nathan P. Palmer
et al.
Journal articles
hal-02918344v1
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Continuum: Simple Management of Complex Continual Learning Scenarios
Arthur Douillard
,
Timothée Lesort
CVPR Workshop, Jun 2021, Nashville, United States
Conference papers
hal-03503833v1
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Learning Anonymized Representations with Adversarial Neural Networks
Clément Feutry
,
Pablo Piantanida
,
Yoshua Bengio
,
Pierre Duhamel
2022
Preprints, Working Papers, ...
hal-01742447v2
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Codiversification of gut microbiota with humans
Taichi Suzuki
,
J. Liam Fitzstevens
,
Victor Schmidt
,
Hagay Enav
,
Kelsey Huus
et al.
Journal articles
hal-03796464v1
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The Unreasonable Effectiveness of Patches in Deep Convolutional Kernels Methods
Louis Thiry
,
Michael Arbel
,
Eugene Belilovsky
,
Edouard Oyallon
International Conference on Learning Representation (ICLR 2021), 2021, Vienna (online), Austria
Conference papers
hal-03114389v1
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An Index Coding Approach to Caching With Uncoded Cache Placement
Kai Wan
,
Daniela Tuninetti
,
Pablo Piantanida
Journal articles
hal-02951659v1
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The Secret Key Capacity of a Class of Noisy Channels with Correlated Sources
Germán Bassi
,
Pablo Piantanida
,
Shlomo Shamai
Journal articles
hal-02940461v1
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Coupling Oceanic Observation Systems to Study Mesoscale Ocean Dynamics
Gautier Cosne
,
Guillaume Maze
,
Pierre Tandeo
NeurIPS 2019 : 33rd Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada
Conference papers
hal-02928416v1
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Practical Riemannian Neural Networks
Gaétan Marceau-Caron
,
Yann Ollivier
2016
Preprints, Working Papers, ...
hal-01695102v1
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Comparing linear structure-based and data-driven latent spatial representations for sequence prediction
Myriam Bontonou
,
Carlos Lassance
,
Vincent Gripon
,
Nicolas Farrugia
Conference papers
hal-02189734v1
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BitPruning: Learning Bitlengths for Aggressive and Accurate Quantization
Miloš Nikolić
,
Ghouthi Boukli Hacene
,
Ciaran Bannon
,
Alberto Delmas Lascorz
,
Matthieu Courbariaux
et al.
2020
Preprints, Working Papers, ...
hal-02487489v1
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Timers and Such: A Practical Benchmark for Spoken Language Understanding with Numbers
Loren Lugosch
,
Piyush Papreja
,
Mirco Ravanelli
,
Abdelwahab Heba
,
Titouan Parcollet
et al.
35th Conference on Neural Information Processing Systems (NeurIPS 2021) Track on Datasets and Benchmarks., Dec 2021, Virtual, Canada. pp.1-11
Conference papers
hal-03601281v1
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Super-Acceleration with Cyclical Step-sizes
Baptiste Goujaud
,
Damien Scieur
,
Aymeric Dieuleveut
,
Adrien Taylor
,
Fabian Pedregosa
et al.
2021
Preprints, Working Papers, ...
hal-03377367v1
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Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims
Miles Brundage
,
Shahar Avin
,
Jasmine Wang
,
Haydn Belfield
,
Gretchen Krueger
et al.
2020
Preprints, Working Papers, ...
hal-03065927v1
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Beyond L1: Faster and Better Sparse Models with skglm
Quentin Bertrand
,
Quentin Klopfenstein
,
Pierre-Antoine Bannier
,
Gauthier Gidel
,
Mathurin Massias
et al.
NeurIPS, Nov 2022, New Orleans, United States
Conference papers
hal-03819082v1
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Surface micropatterning for the formation of an in vitro functional endothelial model for cell-based biosensors
Zhor Khadir
,
Victor Schmidt
,
Kevin Chabot
,
Jean-François Bryche
,
Ulrike Froehlich
et al.
Journal articles
hal-03708055v1
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MemSE: Fast MSE Prediction for Noisy Memristor-Based DNN Accelerators
Jonathan Kern
,
Sébastien Henwood
,
Gonçalo Mordido
,
Elsa Dupraz
,
Abdeldjalil Aissa El Bey
et al.
IEEE international Conference on Artificial Intelligence Circuits and Systems (AICAS) 2022, Jun 2022, Incheon, South Korea
Conference papers
hal-03654471v1
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Decoupled Greedy Learning of CNNs
Eugene Belilovsky
,
Michael Eickenberg
,
Edouard Oyallon
International Conference on Machine Learning, Jul 2020, Vienna (virtual), Austria. pp.5368-5377
Conference papers
hal-02945327v1
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NeuMiss networks: differentiable programming for supervised learning with missing values
Marine Le Morvan
,
Julie Josse
,
Thomas Moreau
,
Erwan Scornet
,
Gaël Varoquaux
et al.
NeurIPS 2020 - 34th Conference on Neural Information Processing Systems, Dec 2020, Vancouver / Virtual, Canada
Conference papers
hal-02888867v3
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Linear predictor on linearly-generated data with missing values: non consistency and solutions
Marine Le Morvan
,
Nicolas Prost
,
Julie Josse
,
Erwan Scornet
,
Gaël Varoquaux
et al.
AISTATS 2020 - International Conference on Artificial Intelligence and Statistics, Aug 2020, Online, France. pp.3165-3174
Conference papers
hal-02464569v2
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Natural Langevin Dynamics for Neural Networks
Yann Ollivier
,
Gaétan Marceau-Caron
Conference papers
hal-01655949v1
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NeurIPS'22 Cross-Domain MetaDL competition: Design and baseline results
Dustin Carrión-Ojeda
,
Hong Chen
,
Adrian El Baz
,
Sergio Escalera
,
Chaoyu Guan
et al.
Meta-Knowledge Transfer/Communication in Different Systems, Sep 2022, Grenoble, France
Conference papers
hal-03765151v1
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A Comparative Study of Gamma Markov Chains for Temporal Non-Negative Factorization
Louis Filstroff
,
Olivier Gouvert
,
Cédric Févotte
,
Olivier Cappé
Journal articles
hal-02883800v3
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Early Transcriptional Changes in Rabies Virus-Infected Neurons and Their Impact on Neuronal Functions
Seonhee Kim
,
Florence Larrous
,
Hugo Varet
,
Rachel Legendre
,
Lena Feige
et al.
Journal articles
pasteur-03506986v1
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DADAO: Decoupled Accelerated Decentralized Asynchronous Optimization
Adel Nabli
,
Edouard Oyallon
2023
Preprints, Working Papers, ...
hal-03737694v2
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