marc lelarge
12 papers · 2014–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (10) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (5) π Cross-Pollinator (8)
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Conference Polyglot
(5)
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Academic Marathon
(10)
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Cross-Pollinator
(8)
π
Trend Setter
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Keyword Collector
(55)
π
Century Club
(12)
Conferences
NIPS (4)
COLT (3)
ICLR (3)
AISTATS (1)
ICML (1)
Top co-authors
Research topics
Keywords
graph clustering
(2)
streaming algorithm
(2)
community detection
(2)
spectral clustering
(1)
graph analysis
(1)
convergence analysis
(1)
continuous optimization
(1)
deep learning
(1)
low-rank matrix
(1)
low-rank approximation
(1)
network analysis
(1)
network inference
(1)
mutual information
(1)
random sampling
(1)
optimal experimental design
(1)
model-based reinforcement learning
(1)
singular value decomposition
(1)
matrix completion
(1)
matrix factorization
(1)
sample efficiency
(1)
Papers
Random Sparse Lifts: Construction, Analysis and Convergence of finite sparse networks
ICLR 2024
Interpretable Meta-Learning of Physical Systems
ICLR 2024
FLEX: an Adaptive Exploration Algorithm for Nonlinear Systems
ICML 2023
Convergence beyond the over-parameterized regime using Rayleigh quotients
NIPS 2022
Impossibility of Partial Recovery in the Graph Alignment Problem
COLT 2021
Expressive Power of Invariant and Equivariant Graph Neural Networks
ICLR 2021
Modularity-based Sparse Soft Graph Clustering
AISTATS 2019
Fundamental limits of symmetric low-rank matrix estimation
COLT 2017
Fast and Memory Optimal Low-Rank Matrix Approximation
NIPS 2015
Combinatorial Bandits Revisited
NIPS 2015
Streaming, Memory Limited Algorithms for Community Detection
NIPS 2014
Edge Label Inference in Generalized Stochastic Block Models: from Spectral Theory to Impossibility Results
COLT 2014