Kan Xu
4 papers · 2018–2024 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (17)
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Research topics
Machine Learning
(4)
Artificial Intelligence
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Learning Types
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Generation
(1)
Methods
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
word embedding
(2)
reinforcement learning
(1)
transfer learning
(1)
domain adaptation
(1)
matrix factorization
(1)
natural language processing
(1)
uncertainty quantification
(1)
lexical semantics
(1)
regret minimization
(1)
sparse regression
(1)
bandits
(1)
regret
(1)
regret bound
(1)
conservative policy
(1)
exploration budget
(1)
attention network
(1)
pun recognition
(1)
conservative exploration
(1)
neural network
(1)
polysemy resolution
(1)
Papers
Stochastic Bandits with ReLU Neural Networks
ICML 2024
Uniformly Conservative Exploration in Reinforcement Learning
AISTATS 2023
Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings
ICML 2021
WECA: A WordNet-Encoded Collocation-Attention Network for Homographic Pun Recognition
EMNLP 2018