Yihan Zhou
6 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory
(5)
Learning Types · Machine Learning
(3)
Reinforcement Learning
(2)
Applications
(2)
Methods
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization
(1)
Keywords
sample complexity
(2)
label complexity
(2)
regret bound
(2)
disagreement coefficient
(2)
active learning
(2)
code generation
(1)
policy learning
(1)
visual grounding
(1)
model predictive control
(1)
vc dimension
(1)
partially observable markov decision process
(1)
agnostic learning
(1)
online convex optimization
(1)
quadratic programming
(1)
lipschitz continuity
(1)
online mirror descent
(1)
agnostic setting
(1)
generative simulation
(1)
factored markov decision process
(1)
simulation code generation
(1)
Papers
Near-Polynomially Competitive Active Logistic Regression
AISTATS 2025
Towards Fundamental Limits for Active Multi-distribution Learning
COLT 2025
FactorSim: Generative Simulation via Factorized Representation
NeurIPS 2024
MPC-inspired reinforcement learning for verifiable model-free control
L4DC 2024
A Competitive Algorithm for Agnostic Active Learning
NeurIPS 2023
Regret Bounds without Lipschitz Continuity: Online Learning with Relative-Lipschitz Losses
NeurIPS 2020