Alexandre d’Aspremont
11 papers · 2013–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🗺️ Taxonomy Completionist (12) 🌍 Conference Polyglot (3)
🏃
Academic Marathon
(12)
🏆
Keyword Champion
(2)
💎
Century Club
(11)
🚀
Conference Pioneer
Conferences
AISTATS (7)
ICML (3)
COLT (1)
Top co-authors
Research topics
Keywords
frank-wolfe algorithm
(3)
conditional gradient
(2)
convex optimization
(2)
semidefinite programming
(2)
sublinear convergence
(2)
feature selection
(1)
gradient descent
(1)
text classification
(1)
maximum likelihood
(1)
empirical risk minimization
(1)
independent component analysis
(1)
overcomplete representation
(1)
convex loss
(1)
strong convexity
(1)
strongly convex optimization
(1)
constrained optimization
(1)
accelerated gradient
(1)
linear convergence
(1)
projected gradient descent
(1)
optimal transport
(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
Naive Feature Selection: Sparsity in Naive Bayes
AISTATS 2020
Screening Data Points in Empirical Risk Minimization via Ellipsoidal Regions and Safe Loss Functions
AISTATS 2020
Regularity as Regularization: Smooth and Strongly Convex Brenier Potentials in Optimal Transport
AISTATS 2020
Complexity Guarantees for Polyak Steps with Momentum
COLT 2020
Overcomplete Independent Component Analysis via SDP
AISTATS 2019
Restarting Frank-Wolfe
AISTATS 2019
Nonlinear Acceleration of Primal-Dual Algorithms
AISTATS 2019
Frank-Wolfe with Subsampling Oracle
ICML 2018
Mean Reversion with a Variance Threshold
ICML 2013