Ziping Xu
9 papers · 2020–2024 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(9)
Optimization & Theory
(7)
Learning Types
(6)
Artificial Intelligence
(4)
Reinforcement Learning
(4)
Applications
(3)
Core AI
(2)
Learning Paradigms · Artificial Intelligence
(2)
Mathematics & Optimization
(1)
Core Methods
(1)
Learning Paradigms · Machine Learning
(1)
Methods
(1)
Optimization
(1)
Keywords
curriculum learning
(3)
contextual bandit
(2)
multi-task learning
(2)
reinforcement learning
(2)
regret bound
(2)
transfer learning
(1)
adaptive sampling
(1)
online learning
(1)
adaptive learning
(1)
oracle-efficient algorithm
(1)
sequential decision making
(1)
eluder dimension
(1)
multi-armed bandit
(1)
minimax rate
(1)
regret guarantee
(1)
statistical learning theory
(1)
sample efficiency
(1)
sublinear regret
(1)
learning theory
(1)
representation learning
(1)
Papers
CryoRL: Reinforcement Learning Enables Efficient Cryo-EM Data Collection
WACV 2024
Online learning in bandits with predicted context
AISTATS 2024
Sample Efficient Myopic Exploration Through Multitask Reinforcement Learning with Diverse Tasks
ICLR 2024
Adaptive Sampling for Discovery
NeurIPS 2022
On the Statistical Benefits of Curriculum Learning
ICML 2022
Decision Making Problems with Funnel Structure: A Multi-Task Learning Approach with Application to Email Marketing Campaigns
AISTATS 2021
Representation Learning Beyond Linear Prediction Functions
NeurIPS 2021
Reinforcement Learning in Factored MDPs: Oracle-Efficient Algorithms and Tighter Regret Bounds for the Non-Episodic Setting
NeurIPS 2020
TorsionNet: A Reinforcement Learning Approach to Sequential Conformer Search
NeurIPS 2020