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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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Building a Subspace of Policies for Scalable Continual Learning
Jean-Baptiste Gaya
,
Thang Doan
,
Lucas Caccia
,
Laure Soulier
,
Ludovic Denoyer
,
et al.
International Conference of Learning Representations, May 2023, Kigali, Rwanda
Conference papers
hal-04169933v1
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Super-Acceleration with Cyclical Step-sizes
Baptiste Goujaud
,
Damien Scieur
,
Aymeric Dieuleveut
,
Adrien Taylor
,
Fabian Pedregosa
2021
Preprints, Working Papers, ...
hal-03377367v1
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Beyond L1: Faster and Better Sparse Models with skglm
Quentin Bertrand
,
Quentin Klopfenstein
,
Pierre-Antoine Bannier
,
Gauthier Gidel
,
Mathurin Massias
36th Conference on Neural Information Processing Systems (NeurIPS 2022), Nov 2022, New Orleans, United States
Conference papers
hal-03819082v1
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Interpolated Adversarial Training: Achieving Robust Neural Networks without Sacrificing Too Much Accuracy
Alex Lamb
,
Vikas Verma
,
Kenji Kawaguchi
,
Alexander Matyasko
,
Savya Khosla
,
et al.
Journal articles
hal-03809932v1
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MaskEval: Weighted MLM-Based Evaluation for Text Summarization and Simplification
Yu Lu Liu
,
Rachel Bawden
,
Thomas Scialom
,
Benoît Sagot
,
Jackie Chi Kit Cheung
2022
Preprints, Working Papers, ...
hal-03834733v1
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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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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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Speech Recognition with Quaternion Neural Networks
Titouan Parcollet
,
Mirco Ravanelli
,
Mohamed Morchid
,
Georges Linares
,
Renato de Mori
NIPS 2018 - IRASL Workshop, Dec 2018, Montréal, Canada
Conference papers
hal-02107651v1
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Analyzing Brain Networks in Population Neuroscience: A Case for the Bayesian Philosophy
Danilo Bzdok
,
Dorothea Floris
,
Andre Marquand
Philosophical Transactions of the Royal Society of London. B (1887–1895), 2020
Journal articles
hal-02447507v1
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Detecting covariate shift with Black Box predictors
Florence Alberge
,
Clément Feutry
,
Pierre Duhamel
,
Pablo Piantanida
Conference papers
hal-02172275v3
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Accounting for variance in machine learning benchmarks
Xavier Bouthillier
,
Pierre Delaunay
,
Mirko Bronzi
,
Assya Trofimov
,
Brennan Nichyporuk
,
et al.
MLsys 2021 - 4th Conference on Machine Learning and Systems, Apr 2021, San Francisco (virtual), United States
Conference papers
hal-03177159v1
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AI as statistical methods for imperfect theories
Gaël Varoquaux
NeurIPS 2021 - 35th Conference on Neural Information Processing Systems. Workshop: AI for Science, Dec 2021, Virtual, France
Conference papers
hal-03474791v2
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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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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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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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Attention Based Pruning for Shift Networks
Ghouthi Boukli Hacene
,
Carlos Lassance
,
Vincent Gripon
,
Matthieu Courbariaux
,
Yoshua Bengio
Conference papers
hal-03238771v1
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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
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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Population modeling with machine learning can enhance measures of mental health
Kamalaker Dadi
,
Gaël Varoquaux
,
Josselin Houenou
,
Danilo Bzdok
,
Bertrand Thirion
,
et al.
Journal articles
hal-03470466v1
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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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Predictive pattern classification can distinguish gender identity subtypes from behavior and brain imaging
Benjamin Clemens
,
Birgit Derntl
,
Elke Smith
,
Jessica Junger
,
Josef Neulen
,
et al.
Cerebral Cortex, 2020
Journal articles
hal-02467344v1
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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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Finding the needle in a high-dimensional haystack: Canonical correlation analysis for neuroscientists
Hao-Ting Wang
,
Jonathan Smallwood
,
Janaina Mourao-Miranda
,
Cedric Huchuan Xia
,
Theodore D Satterthwaite
,
et al.
NeuroImage, 2020
Journal articles
hal-02541124v1
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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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An Index Coding Approach to Caching With Uncoded Cache Placement
Kai Wan
,
Daniela Tuninetti
,
Pablo Piantanida
Journal articles
hal-02951659v1
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Practical Riemannian Neural Networks
Gaétan Marceau-Caron
,
Yann Ollivier
2016
Preprints, Working Papers, ...
hal-01695102v1
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Can Forward Gradient Match Backpropagation?
Louis Fournier
,
Stéphane Rivaud
,
Eugene Belilovsky
,
Michael Eickenberg
,
Edouard Oyallon
Fortieth International Conference on Machine Learning, Jul 2023, Honolulu (Hawaii), USA, United States
Conference papers
hal-04119829v1
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Prediction, Not Association, Paves the Road to Precision Medicine
Danilo Bzdok
,
Gael Varoquaux
,
Ewout Steyerberg
Journal articles
hal-03357297v1
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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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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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