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A Bregman Method for Structure Learning on Sparse Directed Acyclic Graphs
Manon Romain
,
Alexandre d'Aspremont
2021
Pré-publication, Document de travail
hal-03165618v1
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Complexity Guarantees for Polyak Steps with Momentum
Mathieu Barré
,
Adrien Taylor
,
Alexandre d'Aspremont
COLT 2020 - 33rd Annual Conference on Learning Theory, Jul 2020, Graz / Virtual, Austria
Communication dans un congrès
hal-02470997v1
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On learning matrices with orthogonal columns or disjoint supports
Kevin Vervier
,
Pierre Mahé
,
Alexandre d'Aspremont
,
Jean-Baptiste Veyrieras
,
Jean-Philippe Vert
Communication dans un congrès
hal-01101875v1
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Linear Bandits on Uniformly Convex Sets
Thomas Kerdreux
,
Christophe Roux
,
Alexandre d'Aspremont
,
Sebastian Pokutta
2021
Pré-publication, Document de travail
hal-03379835v1
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A Trainable Optimal Transport Embedding for Feature Aggregation and its Relationship to Attention
Grégoire Mialon
,
Dexiong Chen
,
Alexandre d'Aspremont
,
Julien Mairal
ICLR 2021 - The Ninth International Conference on Learning Representations, May 2021, Virtual, France
Communication dans un congrès
hal-02883436v3
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Approximation Bounds for Sparse Principal Component Analysis
Alexandre d'Aspremont
,
Francis Bach
,
Laurent El Ghaoui
Mathematical Programming, 2014, 148 (1-2), pp.89-110
Article dans une revue
hal-00907531v1
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Phase Recovery, MaxCut and Complex Semidefinite Programming
Irène Waldspurger
,
Alexandre d'Aspremont
,
Stéphane Mallat
Article dans une revue
hal-00907535v1
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Integration Methods and Accelerated Optimization Algorithms
Damien Scieur
,
Vincent Roulet
,
Francis Bach
,
Alexandre d'Aspremont
2017
Pré-publication, Document de travail
hal-01474045v1
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Polyak Steps for Adaptive Fast Gradient Method
Mathieu Barré
,
Alexandre d'Aspremont
2019
Pré-publication, Document de travail
hal-02340373v1
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Optimal Complexity and Certification of Bregman First-Order Methods
Radu-Alexandru Dragomir
,
Adrien Taylor
,
Alexandre d'Aspremont
,
Jérôme Bolte
Article dans une revue
hal-02384167v1
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Global assessment of oil and gas methane ultra-emitters
Thomas Lauvaux
,
Clément Giron
,
Matthieu Mazzolini
,
Alexandre d'Aspremont
,
Riley Duren
,
et al.
Article dans une revue
hal-03565371v1
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Stable Bounds on the Duality Gap of Separable Nonconvex Optimization Problems
Thomas Kerdreux
,
Igor Colin
,
Alexandre d'Aspremont
Article dans une revue
hal-03837876v1
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Learning with Clustering Structure
Vincent Roulet
,
Fajwel Fogel
,
Alexandre d'Aspremont
,
Francis Bach
2016
Pré-publication, Document de travail
hal-01239305v1
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Nonlinear Acceleration of CNNs
Damien Scieur
,
Edouard Oyallon
,
Alexandre d'Aspremont
,
Francis Bach
ICLR Workshop track, Apr 2018, Vancouver, Canada
Communication dans un congrès
hal-01805251v3
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Renegar's Condition Number and Compressed Sensing Performance
Vincent Roulet
,
Nicolas Boumal
,
Alexandre d'Aspremont
2015
Pré-publication, Document de travail
hal-01239310v1
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Iterative hard clustering of features
Vincent Roulet
,
Fajwel Fogel
,
Alexandre d'Aspremont
,
Francis Bach
2017
Pré-publication, Document de travail
hal-01664964v1
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Approximation Bounds for Sparse Programs
Armin Askari
,
Alexandre d'Aspremont
,
Laurent El Ghaoui
Article dans une revue
hal-03165622v1
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Comparing national greenhouse gas budgets reported in UNFCCC inventories against atmospheric inversions
Zhu Deng
,
Philippe Ciais
,
Zitely A. Tzompa-Sosa
,
Marielle Saunois
,
Chunjing Qiu
,
et al.
Article dans une revue
insu-03659874v1
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An Optimal Affine Invariant Smooth Minimization Algorithm
Alexandre d'Aspremont
,
Cristóbal Guzmán
,
Martin Jaggi
2013
Pré-publication, Document de travail
hal-00907547v1
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Optimal Affine-Invariant Smooth Minimization Algorithms
Alexandre d'Aspremont
,
Cristobal Guzman
,
Martin Jaggi
Article dans une revue
hal-01927392v1
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Quartic First-Order Methods for Low Rank Minimization
Radu-Alexandru Dragomir
,
Alexandre d'Aspremont
,
Jérôme Bolte
2019
Pré-publication, Document de travail
hal-02340369v1
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Nonlinear Acceleration of Momentum and Primal-Dual Algorithms
Raghu Bollapragada
,
Damien Scieur
,
Alexandre d'Aspremont
Article dans une revue
hal-01893921v1
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Coherent Diffractive Imaging Using Randomly Coded Masks
Matthew H. Seaberg
,
Alexandre d'Aspremont
,
Joshua J. Turner
Applied Physics Letters, 2015, 107 (23), pp.231103
Article dans une revue
hal-01239315v1
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Spectral Ranking using Seriation
Fajwel Fogel
,
Alexandre d'Aspremont
,
Milan Vojnovic
Neural Information Processing Systems (NIPS), Dec 2014, Montréal, Canada
Communication dans un congrès
hal-01092658v1
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Mean Reversion with a Variance Threshold
Marco Cuturi
,
Alexandre d'Aspremont
International Conference on Machine Learning, Jun 2013, United States. pp.271-279
Communication dans un congrès
hal-00939566v1
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Detecting Methane Plumes using PRISMA: Deep Learning Model and Data Augmentation
Alexis Groshenry
,
Clement Giron
,
Thomas Lauvaux
,
Alexandre d'Aspremont
,
Thibaud Ehret
NeurIPS 2022 Workshop on Tackling Climate Change with Machine Learning., Dec 2022, Vancouver (BC), Canada
Communication dans un congrès
hal-04230898v1
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Subsampling Algorithms for Semidefinite Programming
Alexandre d'Aspremont
Stochastic Systems, 2011, 1 (2), http://www.i-journals.org/ssy/viewarticle.php?id=18&layout=abstract
Article dans une revue
hal-00907539v1
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Global Convergence of Frank Wolfe on One Hidden Layer Networks
Alexandre d'Aspremont
,
Mert Pilanci
2020
Pré-publication, Document de travail
hal-02983259v1
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Convergence of a Constrained Vector Extrapolation Scheme
Mathieu Barré
,
Adrien Taylor
,
Alexandre d'Aspremont
Article dans une revue
hal-03044520v1
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Local and Global Uniform Convexity Conditions
Thomas Kerdreux
,
Alexandre d'Aspremont
,
Sebastian Pokutta
2021
Pré-publication, Document de travail
hal-03165620v1
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