Maryam Karimzadehgan
4 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Learning Types
(3)
Artificial Intelligence
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Applications
(1)
Core Methods
(1)
Methods
(1)
Optimization
(1)
Keywords
online learning
(1)
policy optimization
(1)
uncertainty quantification
(1)
gaussian process regression
(1)
learning to rank
(1)
off-policy learning
(1)
user modeling
(1)
bayesian optimization
(1)
multi-objective optimization
(1)
multi-armed bandit
(1)
regret bound
(1)
multi-interest recommendation
(1)
density-based representation
(1)
bandit algorithm
(1)
utility function
(1)
recommender system
(1)
prior misspecification
(1)
bayesian ranking bandit
(1)
click feedback
(1)
user representation
(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
IMO^3: Interactive Multi-Objective Off-Policy Optimization
IJCAI 2022
CORe: Capitalizing On Rewards in Bandit Exploration
UAI 2021