Masrour Zoghi
11 papers · 2013–2024 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver
🏆
Keyword Champion
(5)
🌈
Renaissance Researcher
(5)
🔥
Unstoppable · Bronze
🚀
Conference Pioneer
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(10)
Learning Types
(8)
Optimization & Theory
(7)
Artificial Intelligence
(5)
Mathematics & Optimization
(4)
Optimization
(4)
Data Science & Analytics
(3)
Applications · Data Science & Analytics
(3)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Computer Science
(2)
Applications · Computer Science
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Core AI
(2)
Natural Language Processing
(1)
Application Areas
(1)
Keywords
regret bound
(7)
online learning
(6)
bandit algorithm
(5)
dueling bandit
(5)
learning to rank
(3)
multi-armed bandit
(2)
preference learning
(2)
click feedback
(2)
von neumann winner
(2)
bayesian optimization
(2)
pairwise comparison
(2)
prior knowledge
(1)
implicit feedback
(1)
upper confidence bound
(1)
thompson sampling
(1)
regret minimization
(1)
uncertainty quantification
(1)
multi-interest recommendation
(1)
user modeling
(1)
preference feedback
(1)
Papers
Density-based User Representation using Gaussian Process Regression for Multi-interest Personalized Retrieval
NeurIPS 2024
Overcoming Prior Misspecification in Online Learning to Rank
AISTATS 2023
On the Value of Prior in Online Learning to Rank
AISTATS 2022
BubbleRank: Safe Online Learning to Re-Rank via Implicit Click Feedback
UAI 2019
Advancements in Dueling Bandits
IJCAI 2018
Online Learning to Rank in Stochastic Click Models
ICML 2017
Instance-dependent Regret Bounds for Dueling Bandits
COLT 2016
Contextual Dueling Bandits
COLT 2015
Copeland Dueling Bandits
NeurIPS 2015
Relative Upper Confidence Bound for the K-Armed Dueling Bandit Problem
ICML 2014
Bayesian Optimization in High Dimensions via Random Embeddings
IJCAI 2013