marc lelarge
12 papers · 2014–2024 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (34)
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Century Club · Bronze
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Renaissance Researcher
(5)
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Research topics
Machine Learning
(10)
Mathematics & Optimization
(7)
Optimization & Theory
(7)
Core Methods
(6)
Optimization
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Mathematics
(3)
Computer Science
(2)
Data Science & Analytics
(2)
Architectures
(2)
Core AI
(2)
Foundations
(2)
Learning Paradigms
(2)
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(2)
Keywords
streaming algorithm
(2)
spectral algorithm
(2)
mean square error
(2)
community detection
(2)
gradient flow
(2)
graph clustering
(2)
convergence analysis
(1)
graph analysis
(1)
spectral clustering
(1)
algebraic topology
(1)
low-rank approximation
(1)
network analysis
(1)
network inference
(1)
mutual information
(1)
singular value decomposition
(1)
continuous optimization
(1)
optimal experimental design
(1)
model-based reinforcement learning
(1)
deep learning
(1)
random sampling
(1)
Papers
Interpretable Meta-Learning of Physical Systems
ICLR 2024
Random Sparse Lifts: Construction, Analysis and Convergence of finite sparse networks
ICLR 2024
FLEX: an Adaptive Exploration Algorithm for Nonlinear Systems
ICML 2023
Convergence beyond the over-parameterized regime using Rayleigh quotients
NeurIPS 2022
Expressive Power of Invariant and Equivariant Graph Neural Networks
ICLR 2021
Impossibility of Partial Recovery in the Graph Alignment Problem
COLT 2021
Modularity-based Sparse Soft Graph Clustering
AISTATS 2019
Fundamental limits of symmetric low-rank matrix estimation
COLT 2017
Combinatorial Bandits Revisited
NeurIPS 2015
Fast and Memory Optimal Low-Rank Matrix Approximation
NeurIPS 2015
Edge Label Inference in Generalized Stochastic Block Models: from Spectral Theory to Impossibility Results
COLT 2014
Streaming, Memory Limited Algorithms for Community Detection
NeurIPS 2014