Alexandre d’Aspremont
11 papers · 2013–2025 · 3 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (16) 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Bronze
🧬
Topic Evolution
🏆
Keyword Champion
(2)
🚀
Conference Pioneer
🗃️
Keyword Collector
(52)
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(9)
Mathematics & Optimization
(8)
Optimization
(8)
Optimization & Theory · Machine Learning
(5)
Deep Learning
(2)
Application Areas
(2)
Core Methods
(2)
Artificial Intelligence
(1)
Core AI
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
frank-wolfe algorithm
(3)
conditional gradient
(2)
sublinear convergence
(2)
strong convexity
(2)
semidefinite programming
(2)
convex optimization
(2)
text classification
(1)
independent component analysis
(1)
contrastive learning
(1)
empirical risk minimization
(1)
maximum likelihood
(1)
gradient descent
(1)
overcomplete representation
(1)
convex loss
(1)
strongly convex optimization
(1)
constrained optimization
(1)
accelerated gradient
(1)
projected gradient descent
(1)
optimal transport
(1)
primal-dual algorithm
(1)
Papers
DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications
ICML 2025
Projection-Free Optimization on Uniformly Convex Sets
AISTATS 2021
Complexity Guarantees for Polyak Steps with Momentum
COLT 2020
Naive Feature Selection: Sparsity in Naive Bayes
AISTATS 2020
Regularity as Regularization: Smooth and Strongly Convex Brenier Potentials in Optimal Transport
AISTATS 2020
Screening Data Points in Empirical Risk Minimization via Ellipsoidal Regions and Safe Loss Functions
AISTATS 2020
Nonlinear Acceleration of Primal-Dual Algorithms
AISTATS 2019
Overcomplete Independent Component Analysis via SDP
AISTATS 2019
Restarting Frank-Wolfe
AISTATS 2019
Frank-Wolfe with Subsampling Oracle
ICML 2018
Mean Reversion with a Variance Threshold
ICML 2013