Yasin Abbasi Yadkori
11 papers · 2011–2024 · 1 venue · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (30) 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Half 🧭 Keyword Pioneer
📈
Trend Setter
🌈
Renaissance Researcher
(5)
💎
Century Club · Bronze
🗃️
Keyword Collector
(51)
Venues
Top co-authors
Research topics
Machine Learning
(11)
Optimization & Theory
(10)
Mathematics & Optimization
(8)
Learning Types
(8)
Optimization
(7)
Artificial Intelligence
(3)
Core AI
(3)
Reinforcement Learning
(2)
Methods
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms
(1)
Keywords
regret bound
(9)
online learning
(6)
multi-armed bandit
(4)
adversarial learning
(3)
contextual bandit
(3)
linear bandit
(2)
upper confidence bound
(2)
online decision making
(2)
minimax optimization
(2)
minimax strategy
(2)
model selection
(1)
sample complexity
(1)
pac learning
(1)
posterior sampling
(1)
epistemic uncertainty
(1)
regret analysis
(1)
uncertainty quantification
(1)
regret minimization
(1)
policy optimization
(1)
reinforcement learning
(1)
Papers
To Believe or Not to Believe Your LLM: Iterative Prompting for Estimating Epistemic Uncertainty
NeurIPS 2024
Context-lumpable stochastic bandits
NeurIPS 2023
Model Selection in Contextual Stochastic Bandit Problems
NeurIPS 2020
Bootstrapping Upper Confidence Bound
NeurIPS 2019
Thompson Sampling and Approximate Inference
NeurIPS 2019
Scalar Posterior Sampling with Applications
NeurIPS 2018
Conservative Contextual Linear Bandits
NeurIPS 2017
Near Minimax Optimal Players for the Finite-Time 3-Expert Prediction Problem
NeurIPS 2017
Minimax Time Series Prediction
NeurIPS 2015
Online Learning in Markov Decision Processes with Adversarially Chosen Transition Probability Distributions
NeurIPS 2013
Improved Algorithms for Linear Stochastic Bandits
NeurIPS 2011