Igor Colin
11 papers · 2015–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (17) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (12) 🌉 Interdisciplinary Bridge
🌍
Conference Polyglot
(3)
🏃
Academic Marathon
(10)
💎
Century Club
(11)
🔥
Unstoppable
(7)
Conferences
ICML (6)
NIPS (4)
JMLR (1)
Top co-authors
Research topics
Keywords
gossip algorithm
(2)
non-convex optimization
(2)
multi-armed bandit
(2)
best arm identification
(2)
graph structure
(2)
sample complexity
(1)
hyperparameter optimization
(1)
stochastic gradient descent
(1)
regret minimization
(1)
graphical model
(1)
gradient descent
(1)
high-dimensional analysis
(1)
dual averaging
(1)
empirical risk minimization
(1)
learning rate
(1)
distributed estimation
(1)
decentralized optimization
(1)
regret bound
(1)
metric learning
(1)
stochastic optimization
(1)
Papers
Adaptive Sample Sharing for Multi Agent Linear Bandits
ICML 2025
Measures of diversity and space-filling designs for categorical data
ICML 2024
Multi-Agent Best Arm Identification with Private Communications
ICML 2023
An $\alpha$-No-Regret Algorithm For Graphical Bilinear Bandits
NIPS 2022
Deciphering Lasso-based Classification Through a Large Dimensional Analysis of the Iterative Soft-Thresholding Algorithm
ICML 2022
Best Arm Identification in Graphical Bilinear Bandits
ICML 2021
A Simple and Efficient Smoothing Method for Faster Optimization and Local Exploration
NIPS 2020
Theoretical Limits of Pipeline Parallel Optimization and Application to Distributed Deep Learning
NIPS 2019
Scaling-up Empirical Risk Minimization: Optimization of Incomplete $U$-statistics
JMLR 2016
Gossip Dual Averaging for Decentralized Optimization of Pairwise Functions
ICML 2016
Extending Gossip Algorithms to Distributed Estimation of U-statistics
NIPS 2015