Ziping Xu
9 papers · 2020–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (14) πΊοΈ Taxonomy Completionist (19)
π£
Hot Topic Early Bird
Conferences
NIPS (4)
AISTATS (2)
ICLR (1)
ICML (1)
WACV (1)
Top co-authors
Research topics
Keywords
curriculum learning
(2)
contextual bandit
(2)
reinforcement learning
(2)
regret bound
(2)
sequential decision-making
(1)
transfer learning
(1)
statistical learning theory
(1)
adaptive learning
(1)
multitask learning
(1)
adaptive sampling
(1)
eluder dimension
(1)
multi-armed bandit
(1)
regret guarantee
(1)
minimax rate
(1)
sublinear regret
(1)
oracle-efficient algorithm
(1)
factored markov decision process
(1)
drug discovery
(1)
cryo-electron microscopy
(1)
context prediction
(1)
Papers
Online learning in bandits with predicted context
AISTATS 2024
Sample Efficient Myopic Exploration Through Multitask Reinforcement Learning with Diverse Tasks
ICLR 2024
CryoRL: Reinforcement Learning Enables Efficient Cryo-EM Data Collection
WACV 2024
Adaptive Sampling for Discovery
NIPS 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
NIPS 2021
Reinforcement Learning in Factored MDPs: Oracle-Efficient Algorithms and Tighter Regret Bounds for the Non-Episodic Setting
NIPS 2020
TorsionNet: A Reinforcement Learning Approach to Sequential Conformer Search
NIPS 2020