Rasul Tutunov
6 papers · 2015–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory
(5)
Mathematics & Optimization
(4)
Optimization
(3)
Reinforcement Learning
(2)
Methods · Reinforcement Learning
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types
(1)
Mathematics
(1)
Methods · Data Science & Analytics
(1)
Keywords
online learning
(1)
black-box optimization
(1)
variational inference
(1)
principal component analysis
(1)
policy gradient
(1)
distributed learning
(1)
distributed optimization
(1)
global optimization
(1)
policy search
(1)
non-stationary time series
(1)
adversarial setting
(1)
bayesian optimization
(1)
consensus optimization
(1)
derivative-free optimization
(1)
regret bound
(1)
convergence rate
(1)
adaptive algorithm
(1)
tree search
(1)
acquisition function
(1)
combinatorial optimization
(1)
Papers
Online PCA in Converging Self-consistent Field Equations
NeurIPS 2023
Optimistic Tree Searches for Combinatorial Black-Box Optimization
NeurIPS 2022
Are We Forgetting about Compositional Optimisers in Bayesian Optimisation?
JMLR 2021
Derivative-Free & Order-Robust Optimisation
AISTATS 2020
Distributed Multitask Reinforcement Learning with Quadratic Convergence
NeurIPS 2018
Safe Policy Search for Lifelong Reinforcement Learning with Sublinear Regret
ICML 2015