Jiechao Guan
7 papers · 2018–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer
π
Triple Crown
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Keyword Champion
Venues
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Learning Paradigms Β· Artificial Intelligence
(5)
Optimization & Theory
(5)
Learning Types
(4)
Learning Paradigms Β· Machine Learning
(3)
Application Areas
(2)
Mathematics & Optimization
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Optimization
(1)
Keywords
generalization bound
(4)
domain adaptation
(2)
regret bound
(2)
non-convex optimization
(2)
transfer learning
(1)
bayesian inference
(1)
embedding learning
(1)
hierarchical bayesian
(1)
algorithmic stability
(1)
task relatedness
(1)
semantic space
(1)
thompson sampling
(1)
projection functions
(1)
multi-armed bandit
(1)
pac-bayesian bound
(1)
pac-bayes bound
(1)
deep neural network
(1)
linear bandit
(1)
bandit algorithm
(1)
bayesian regret bound
(1)
Papers
Improved Bayes Regret Bounds for Multi-Task Hierarchical Bayesian Bandit Algorithms
NeurIPS 2024
Improved Regret Bounds for Non-Convex Online-Within-Online Meta Learning
ICLR 2024
Fast-Rate PAC-Bayesian Generalization Bounds for Meta-Learning
ICML 2022
Fine-Grained Analysis of Stability and Generalization for Modern Meta Learning Algorithms
NeurIPS 2022
Task Relatedness-Based Generalization Bounds for Meta Learning
ICLR 2022
Domain-Adaptive Few-Shot Learning
WACV 2021
Domain-Invariant Projection Learning for Zero-Shot Recognition
NeurIPS 2018