Alexandre D'aspremont
15 papers · 2007–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer π£ Hot Topic Early Bird
π£
Hot Topic Early Bird
π
Interdisciplinary Bridge
π
Conference Polyglot
(4)
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(81)
π
Trend Setter
π
Century Club
(15)
Conferences
NIPS (8)
JMLR (5)
CVPR (1)
ICLR (1)
Top co-authors
Keywords
convex optimization
(4)
stochastic optimization
(2)
seriation algorithm
(2)
ranking reconstruction
(2)
gradient descent
(2)
matrix optimization
(2)
similarity matrix
(2)
spectral ranking
(2)
pairwise comparison
(2)
kernel methods
(2)
anomaly detection
(1)
depth estimation
(1)
remote sensing
(1)
matrix perturbation
(1)
convergence analysis
(1)
online learning
(1)
convergence acceleration
(1)
accelerated optimization
(1)
eigenvalue decomposition
(1)
change detection
(1)
Papers
Open-Canopy: Towards Very High Resolution Forest Monitoring
CVPR 2025
Linear Bandits on Uniformly Convex Sets
JMLR 2021
Ranking and synchronization from pairwise measurements via SVD
JMLR 2021
A Trainable Optimal Transport Embedding for Feature Aggregation and its Relationship to Attention
ICLR 2021
Nonlinear Acceleration of Stochastic Algorithms
NIPS 2017
Sharpness, Restart and Acceleration
NIPS 2017
Integration Methods and Optimization Algorithms
NIPS 2017
Spectral Ranking using Seriation
JMLR 2016
Regularized Nonlinear Acceleration
NIPS 2016
SerialRank: Spectral Ranking using Seriation
NIPS 2014
Convex Relaxations for Permutation Problems
NIPS 2013
White Functionals for Anomaly Detection in Dynamical Systems
NIPS 2009
Optimal Solutions for Sparse Principal Component Analysis
JMLR 2008
Model Selection Through Sparse Maximum Likelihood Estimation for Multivariate Gaussian or Binary Data
JMLR 2008
Support Vector Machine Classification with Indefinite Kernels
NIPS 2007