Masrour Zoghi

1. Bayesian Optimization in a Billion Dimensions via Random Embeddings
   2013/01/09 by Ziyu Wang, Frank Hutter, Wang, Ziyu +8 · 35 citations
   Computer Science · Mathematics · #Advanced Multi-Objective Optimization Algorithms #Machine Learning and Algorithms #Metaheuristic Optimization Algorithms Research #cs.LG #stat.ML
2. Contextual Dueling Bandits
   2015/02/23 by Miroslav Dudík, Miroslav Dudı́k, Katja Hofmann +8 · 24 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Machine Learning and Algorithms #cs.LG
3. Relative Upper Confidence Bound for the K-Armed Dueling Bandit Problem
   2013/12/12 by Masrour Zoghi, Shimon Whiteson, Zoghi, Masrour +6 · 16 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Optimization and Search Problems #cs.LG
4. Copeland Dueling Bandits
   2015/06/01 by Masrour Zoghi, Zoghi, Masrour, Zohar Karnin +5 · 4 citations
   Business, Management and Accounting · Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
5. Regret Bounds for Deterministic Gaussian Process Bandits
   2012/03/09 by Nando de Freitas, Alex Smola, de Freitas, Nando +4 · 3 citations
   Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #cs.LG #stat.ML
6. Google COVID-19 Search Trends Symptoms Dataset: Anonymization Process Description (version 1.0)
   2020/09/02 by Shailesh Bavadekar, Bavadekar, Shailesh, Andrew M. Dai +57 · 2 citations
   Computer Science · Medicine · #Cryptography and Security (cs.CR) #Data-Driven Disease Surveillance #Ethics in Clinical Research #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
7. Exponential Regret Bounds for Gaussian Process Bandits with Deterministic Observations
   2012/06/27 by Nando de Freitas, Alex Smola, de Freitas, Nando +3 · 1 citation
   Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
8. Overcoming Prior Misspecification in Online Learning to Rank
   2023/01/25 by Javad Azizi, Azizi, Javad, Ofer Meshi +5 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms