Masrour Zoghi
Masrour Zoghi
Research & Machine Intelligence, Google
Verified email at zoghi.org
TitleCited byYear
Bayesian optimization in high dimensions via random embeddings
Z Wang, M Zoghi, F Hutter, D Matheson, N De Freitas
Twenty-Third International Joint Conference on Artificial Intelligence, 2013
1702013
Bayesian optimization in a billion dimensions via random embeddings
Z Wang, F Hutter, M Zoghi, D Matheson, N de Feitas
Journal of Artificial Intelligence Research 55, 361-387, 2016
1212016
Regret bounds for deterministic gaussian process bandits
N de Freitas, A Smola, M Zoghi
arXiv preprint arXiv:1203.2177, 2012
76*2012
Relative Upper Confidence Bound For The K-Armed Dueling Bandit Problem
M Zoghi, S Whiteson, R Munos, M de Rijke
Proceedings of The 31st International Conference on Machine Learning 32, 10-18, 2014
662014
Copeland dueling bandits
M Zoghi, ZS Karnin, S Whiteson, M De Rijke
Advances in Neural Information Processing Systems, 307-315, 2015
392015
Contextual dueling bandits
M Dudík, K Hofmann, RE Schapire, A Slivkins, M Zoghi
Conference on Learning Theory, 563-587, 2015
322015
Online learning to rank in stochastic click models
M Zoghi, T Tunys, M Ghavamzadeh, B Kveton, C Szepesvari, Z Wen
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
302017
Relative Confidence Sampling for Efficient On-Line Ranker Evaluation
M Zoghi, S Whiteson, M de Rijke, R Munos
29*
MergeRUCB: A method for large-scale online ranker evaluation
M Zoghi, S Whiteson, M de Rijke
Proceedings of the Eighth ACM International Conference on Web Search and …, 2015
282015
Click-based hot fixes for underperforming torso queries
M Zoghi, T Tunys, L Li, D Jose, J Chen, CM Chin, M de Rijke
Proceedings of the 39th International ACM SIGIR conference on Research and …, 2016
172016
The Gromov width of coadjoint orbits of compact Lie groups
M Zoghi
University of Toronto, 2010
112010
Advancements in Dueling Bandits.
Y Sui, M Zoghi, K Hofmann, Y Yue
IJCAI, 5502-5510, 2018
92018
Instance-dependent regret bounds for dueling bandits
A Balsubramani, Z Karnin, RE Schapire, M Zoghi
Conference on Learning Theory, 336-360, 2016
72016
An effective orbifold groupoid is determined up to Morita equivalence by its underlying diffeological orbifold
Y Karshon, M Zoghi
preprint, 2008
52008
BubbleRank: Safe Online Learning to Rerank
B Kveton, C Li, T Lattimore, I Markov, M de Rijke, C Szepesvari, M Zoghi
arXiv preprint arXiv:1806.05819, 2018
32018
Using confidence bounds for efficient on-line ranker evaluation
M Zoghi, S Whiteson, M de Rijke, R Munos
WSDM 14, 24, 2014
32014
Merge double Thompson sampling for large scale online ranker evaluation
C Li, I Markov, M de Rijke, M Zoghi
arXiv preprint arXiv:1812.04412, 2018
22018
Dueling bandits for online ranker evaluation
M Zoghi
12017
Revisiting Approximate Metric Optimization in the Age of Deep Neural Networks
SN Bruch, M Zoghi, M Bendersky, M Najork
2019
BubbleRank: Safe Online Learning to Re-Rank via Implicit Click Feedback
C Li, B Kveton, T Lattimore, I Markov, M de Rijke, C Szepesvári, M Zoghi
arXiv preprint arXiv:1806.05819, 2018
2018
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