Alexandre Bayen
9 papers · 2014–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (24) π£ Hot Topic Early Bird
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Renaissance Researcher
(5)
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Venues
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Research topics
Machine Learning
(7)
Optimization & Theory
(6)
Mathematics & Optimization
(5)
Optimization
(5)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types
(3)
Reinforcement Learning
(2)
Methods
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Analysis
(1)
Applications
(1)
Domain-Specific
(1)
Mathematics
(1)
Keywords
online learning
(3)
mirror descent
(2)
first-order method
(2)
convex optimization
(2)
regret minimization
(2)
nash equilibrium
(2)
regret bound
(2)
dual averaging
(2)
replicator dynamics
(2)
curriculum learning
(1)
video analysis
(1)
hedge algorithm
(1)
causal discovery
(1)
continuous optimization
(1)
object tracking
(1)
game theory
(1)
stochastic process
(1)
multi-object tracking
(1)
adversarial training
(1)
online optimization
(1)
Papers
So You Think You Can Track?
WACV 2024
The Surprising Effectiveness of PPO in Cooperative Multi-Agent Games
NeurIPS 2022
Emergent Complexity and Zero-shot Transfer via Unsupervised Environment Design
NeurIPS 2020
Random projection design for scalable implicit smoothing of randomly observed stochastic processes
AISTATS 2017
Adaptive Averaging in Accelerated Descent Dynamics
NeurIPS 2016
Minimizing Regret on Reflexive Banach Spaces and Nash Equilibria in Continuous Zero-Sum Games
NeurIPS 2016
Accelerated Mirror Descent in Continuous and Discrete Time
NeurIPS 2015
The Hedge Algorithm on a Continuum
ICML 2015
On the convergence of no-regret learning in selfish routing
ICML 2014