Julia Olkhovskaya

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Multi Armed Bandits

Function Approximation

Reinforcement Learning

Top Venues

Publications

Nicolò Cesa-Bianchi, Khaled Eldowa, Emmanuel Esposito, Julia Olkhovskaya
Improved Regret Bounds for Bandits with Expert Advice. CoRR (2024)
Gergely Neu, Julia Olkhovskaya, Sattar Vakili
Adversarial Contextual Bandits Go Kernelized. ALT (2024)
Julia Olkhovskaya, Jack J. Mayo, Tim van Erven, Gergely Neu, Chen-Yu Wei
First- and Second-Order Bounds for Adversarial Linear Contextual Bandits. NeurIPS (2023)
Gergely Neu, Julia Olkhovskaya, Sattar Vakili
Adversarial Contextual Bandits Go Kernelized. CoRR (2023)
Julia Olkhovskaya, Jack J. Mayo, Tim van Erven, Gergely Neu, Chen-Yu Wei
First- and Second-Order Bounds for Adversarial Linear Contextual Bandits. CoRR (2023)
Sattar Vakili, Julia Olkhovskaya
Kernelized Reinforcement Learning with Order Optimal Regret Bounds. CoRR (2023)
Sattar Vakili, Julia Olkhovskaya
Kernelized Reinforcement Learning with Order Optimal Regret Bounds. NeurIPS (2023)
Gergely Neu, Julia Olkhovskaya, Matteo Papini, Ludovic Schwartz
Lifting the Information Ratio: An Information-Theoretic Analysis of Thompson Sampling for Contextual Bandits. CoRR (2022)
Gergely Neu, Julia Olkhovskaya
Online learning in MDPs with linear function approximation and bandit feedback. NeurIPS (2021)
Gábor Lugosi, Gergely Neu, Julia Olkhovskaya
Learning to maximize global influence from local observations. CoRR (2021)
Gergely Neu, Julia Olkhovskaya
Efficient and Robust Algorithms for Adversarial Linear Contextual Bandits. CoRR (2020)
Gergely Neu, Julia Olkhovskaya
Efficient and robust algorithms for adversarial linear contextual bandits. COLT (2020)
Gergely Neu, Julia Olkhovskaya
Online learning in MDPs with linear function approximation and bandit feedback. CoRR (2020)
Gábor Lugosi, Gergely Neu, Julia Olkhovskaya
Online Influence Maximization with Local Observations. ALT (2019)
Julia Olkhovskaya, Gergely Neu, Gábor Lugosi
Online Influence Maximization with Local Observations. CoRR (2018)