Masrour Zoghi

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 22

Top Topics

Direct Optimization

Learning To Rank

Multi Armed Bandits

Top Venues

Publications

Javad Azizi, Ofer Meshi, Masrour Zoghi, Maryam Karimzadehgan
Overcoming Prior Misspecification in Online Learning to Rank. AISTATS (2023)
Haolun Wu, Ofer Meshi, Masrour Zoghi, Fernando Diaz, Xue Liu, Craig Boutilier, Maryam Karimzadehgan
Density-based User Representation through Gaussian Process Regression for Multi-interest Personalized Retrieval. CoRR (2023)
Javad Azizi, Ofer Meshi, Masrour Zoghi, Maryam Karimzadehgan
Overcoming Prior Misspecification in Online Learning to Rank. CoRR (2023)
Li Ding, Masrour Zoghi, Guy Tennenholtz, Maryam Karimzadehgan
Ever Evolving Evaluator (EV3): Towards Flexible and Reliable Meta-Optimization for Knowledge Distillation. CoRR (2023)
Branislav Kveton, Ofer Meshi, Masrour Zoghi, Zhen Qin
On the Value of Prior in Online Learning to Rank. AISTATS (2022)
Shailesh Bavadekar, Andrew M. Dai, John Davis, Damien Desfontaines, Ilya Eckstein, Katie Everett, Alex Fabrikant, Gerardo Flores, Evgeniy Gabrilovich, Krishna Gadepalli, Shane Glass, Rayman Huang, Chaitanya Kamath, Dennis Kraft, Akim Kumok, Hinali Marfatia, Yael Mayer, Benjamin Miller, Adam Pearce, Irippuge Milinda Perera, Venky Ramachandran, Karthik Raman, Thomas Roessler, Izhak Shafran, Tomer Shekel, Charlotte Stanton, Jacob Stimes, Mimi Sun, Gregory Wellenius, Masrour Zoghi
Google COVID-19 Search Trends Symptoms Dataset: Anonymization Process Description (version 1.0). CoRR (2020)
Chang Li, Ilya Markov, Maarten de Rijke, Masrour Zoghi
MergeDTS: A Method for Effective Large-Scale Online Ranker Evaluation. ACM Trans. Inf. Syst. 38 (4) (2020)
Sebastian Bruch, Masrour Zoghi, Michael Bendersky, Marc Najork
Revisiting Approximate Metric Optimization in the Age of Deep Neural Networks. SIGIR (2019)
Chang Li, Branislav Kveton, Tor Lattimore, Ilya Markov, Maarten de Rijke, Csaba Szepesvári, Masrour Zoghi
BubbleRank: Safe Online Learning to Re-Rank via Implicit Click Feedback. UAI (2019)
Yanan Sui, Masrour Zoghi, Katja Hofmann, Yisong Yue
Advancements in Dueling Bandits. IJCAI (2018)
Branislav Kveton, Chang Li, Tor Lattimore, Ilya Markov, Maarten de Rijke, Csaba Szepesvári, Masrour Zoghi
BubbleRank: Safe Online Learning to Rerank. CoRR (2018)
Chang Li, Ilya Markov, Maarten de Rijke, Masrour Zoghi
Merge Double Thompson Sampling for Large Scale Online Ranker Evaluation. CoRR (2018)
Masrour Zoghi, Tomás Tunys, Mohammad Ghavamzadeh, Branislav Kveton, Csaba Szepesvári, Zheng Wen
Online Learning to Rank in Stochastic Click Models. ICML (2017)
Mohammad Ghavamzadeh, Branislav Kveton, Csaba Szepesvári, Tomás Tunys, Zheng Wen, Masrour Zoghi
Online Learning to Rank in Stochastic Click Models. CoRR (2017)
Akshay Balsubramani, Zohar S. Karnin, Robert E. Schapire, Masrour Zoghi
Instance-dependent Regret Bounds for Dueling Bandits. COLT (2016)
Masrour Zoghi, Tomás Tunys, Lihong Li, Damien Jose, Junyan Chen, Chun Ming Chin, Maarten de Rijke
Click-based Hot Fixes for Underperforming Torso Queries. SIGIR (2016)
Ziyu Wang, Frank Hutter, Masrour Zoghi, David Matheson, Nando de Freitas
Bayesian Optimization in a Billion Dimensions via Random Embeddings. J. Artif. Intell. Res. 55 (2016)
Masrour Zoghi, Zohar Shay Karnin, Shimon Whiteson, Maarten de Rijke
Copeland Dueling Bandits. CoRR (2015)
Miroslav Dudík, Katja Hofmann, Robert E. Schapire, Aleksandrs Slivkins, Masrour Zoghi
Contextual Dueling Bandits. CoRR (2015)
Miroslav Dudík, Katja Hofmann, Robert E. Schapire, Aleksandrs Slivkins, Masrour Zoghi
Contextual Dueling Bandits. COLT (2015)
Masrour Zoghi, Shimon Whiteson, Maarten de Rijke
MergeRUCB: A Method for Large-Scale Online Ranker Evaluation. WSDM (2015)
Masrour Zoghi, Zohar S. Karnin, Shimon Whiteson, Maarten de Rijke
Copeland Dueling Bandits. NIPS (2015)
Masrour Zoghi, Shimon Whiteson, Maarten de Rijke, Rémi Munos
Relative confidence sampling for efficient on-line ranker evaluation. WSDM (2014)
Masrour Zoghi, Shimon Whiteson, Rémi Munos, Maarten de Rijke
Relative Upper Confidence Bound for the K-Armed Dueling Bandit Problem. ICML (2014)
Ziyu Wang, Masrour Zoghi, Frank Hutter, David Matheson, Nando de Freitas
Bayesian Optimization in High Dimensions via Random Embeddings. IJCAI (2013)
Ziyu Wang, Masrour Zoghi, Frank Hutter, David Matheson, Nando de Freitas
Bayesian Optimization in a Billion Dimensions via Random Embeddings CoRR (2013)
Masrour Zoghi, Shimon Whiteson, Rémi Munos, Maarten de Rijke
Relative Upper Confidence Bound for the K-Armed Dueling Bandit Problem. CoRR (2013)
Nando de Freitas, Alexander J. Smola, Masrour Zoghi
Exponential Regret Bounds for Gaussian Process Bandits with Deterministic Observations. ICML (2012)
Nando de Freitas, Alexander J. Smola, Masrour Zoghi
Regret Bounds for Deterministic Gaussian Process Bandits CoRR (2012)