Tyler Lu
11 papers · 2005–2025 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Ultra 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21)
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Trend Setter
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Century Club · Bronze
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Conference Pioneer
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Keyword Collector
(53)
Top co-authors
Research topics
Machine Learning
(8)
Optimization & Theory
(8)
Learning Types
(4)
Artificial Intelligence
(3)
Data Science & Analytics
(3)
Applications · Data Science & Analytics
(3)
Reinforcement Learning
(2)
Bayesian & Probabilistic
(2)
Core AI
(2)
Core Methods
(2)
Methods
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Application Areas
(1)
Applications · Reinforcement Learning
(1)
Keywords
policy consistency
(2)
delusional bia
(2)
policy learning
(2)
logistic regression
(1)
preference learning
(1)
pac learning
(1)
gradient-based optimization
(1)
model predictive control
(1)
markov decision process
(1)
covariate shift
(1)
dynamic programming
(1)
value iteration
(1)
agnostic learning
(1)
model-based reinforcement learning
(1)
gradient optimization
(1)
value function approximation
(1)
distribution shift
(1)
mallows model
(1)
regret bound
(1)
function approximation
(1)
Papers
Representative Ranking for Deliberation in the Public Sphere
ICML 2025
ConQUR: Mitigating Delusional Bias in Deep Q-Learning
ICML 2020
Gradient-Based Optimization for Bayesian Preference Elicitation
AAAI 2020
Data center cooling using model-predictive control
NeurIPS 2018
Non-delusional Q-learning and value-iteration
NeurIPS 2018
Logistic Markov Decision Processes
IJCAI 2017
Effective Sampling and Learning for Mallows Models with Pairwise-Preference Data
JMLR 2014
Multi-Winner Social Choice with Incomplete Preferences
IJCAI 2013
Contextual Multi-Armed Bandits
AISTATS 2010
Impossibility Theorems for Domain Adaptation
AISTATS 2010
Learning Low Density Separators
AISTATS 2005