Zoghi, Masrour

14 publications

NeurIPS 2024 Density-Based User Representation Using Gaussian Process Regression for Multi-Interest Personalized Retrieval Haolun Wu, Ofer Meshi, Masrour Zoghi, Fernando Diaz, Xue Liu, Craig Boutilier, Maryam Karimzadehgan

NeurIPSW 2023 Ever Evolving Evaluator (EV3): Towards Flexible and Reliable Meta-Optimization for Knowledge Distillation Li Ding, Masrour Zoghi, Guy Tennenholtz, Maryam Karimzadehgan

AISTATS 2023 Overcoming Prior Misspecification in Online Learning to Rank Javad Azizi, Ofer Meshi, Masrour Zoghi, Maryam Karimzadehgan

AISTATS 2022 On the Value of Prior in Online Learning to Rank Branislav Kveton, Ofer Meshi, Masrour Zoghi, Zhen Qin

UAI 2019 BubbleRank: Safe Online Learning to Re-Rank via Implicit Click Feedback Chang Li, Branislav Kveton, Tor Lattimore, Ilya Markov, Maarten de Rijke, Csaba Szepesvári, Masrour Zoghi

IJCAI 2018 Advancements in Dueling Bandits Yanan Sui, Masrour Zoghi, Katja Hofmann, Yisong Yue

ICML 2017 Online Learning to Rank in Stochastic Click Models Masrour Zoghi, Tomas Tunys, Mohammad Ghavamzadeh, Branislav Kveton, Csaba Szepesvari, Zheng Wen

JAIR 2016 Bayesian Optimization in a Billion Dimensions via Random Embeddings Ziyu Wang, Frank Hutter, Masrour Zoghi, David Matheson, Nando de Freitas

COLT 2016 Instance-Dependent Regret Bounds for Dueling Bandits Akshay Balsubramani, Zohar S. Karnin, Robert E. Schapire, Masrour Zoghi

COLT 2015 Contextual Dueling Bandits Miroslav Dudík, Katja Hofmann, Robert E. Schapire, Aleksandrs Slivkins, Masrour Zoghi

NeurIPS 2015 Copeland Dueling Bandits Masrour Zoghi, Zohar S Karnin, Shimon Whiteson, Maarten de Rijke

ICML 2014 Relative Upper Confidence Bound for the K-Armed Dueling Bandit Problem Masrour Zoghi, Shimon Whiteson, Remi Munos, Maarten Rijke

IJCAI 2013 Bayesian Optimization in High Dimensions via Random Embeddings Ziyu Wang, Masrour Zoghi, Frank Hutter, David Matheson, Nando de Freitas

ICML 2012 Exponential Regret Bounds for Gaussian Process Bandits with Deterministic Observations Nando de Freitas, Alexander J. Smola, Masrour Zoghi