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Papers
Geometric Resampling in Nearly Linear Time for Follow-the-Perturbed-Leader with Best-of-Both-Worlds Guarantee in Bandit Problems
ICML 2025
Follow-the-Perturbed-Leader Achieves Best-of-Both-Worlds for Bandit Problems
ALT 2023
Learning in online MDPs: is there a price for handling the communicating case?
UAI 2023
Adaptive Oracle-Efficient Online Learning
NeurIPS 2022
An Efficient Algorithm for Cooperative Semi-Bandits
ALT 2021
Follow the Perturbed Leader: Optimism and Fast Parallel Algorithms for Smooth Minimax Games
NeurIPS 2020
Online Non-Convex Learning: Following the Perturbed Leader is Optimal
ALT 2020
Revisiting Online Quantum State Learning
AAAI 2020
Follow the Compressed Leader: Faster Online Learning of Eigenvectors and Faster MMWU
ICML 2017
Efficient Algorithms for Adversarial Contextual Learning
ICML 2016
On-Line Learning Algorithms for Path Experts with Non-Additive Losses
COLT 2015
Online Learning with Adversarial Delays
NeurIPS 2015
Online combinatorial optimization with stochastic decision sets and adversarial losses
NeurIPS 2014
Online Linear Optimization via Smoothing
COLT 2014
Prediction by random-walk perturbation
COLT 2013
Relax and Randomize : From Value to Algorithms
NeurIPS 2012
Online Learning in Case of Unbounded Losses Using Follow the Perturbed Leader Algorithm
JMLR 2011
Adaptive Online Prediction by Following the Perturbed Leader
JMLR 2005