Yihua Chen
4 papers · 2009–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (15) π Cross-Pollinator (13)
πΊοΈ
Taxonomy Completionist
(13)
π£
Hot Topic Early Bird
Conferences
NIPS (3)
JMLR (1)
Top co-authors
Keywords
metric learning
(1)
multi-task learning
(1)
probabilistic modeling
(1)
maximum entropy
(1)
parameter estimation
(1)
expectation maximization
(1)
fine-grained classification
(1)
nearest neighbor
(1)
probability mass functions
(1)
restricted probability modeling
(1)
expert selection
(1)
dirichlet distribution
(1)
imbalanced learning
(1)
mixture of expert
(1)
noisy label
(1)
species classification
(1)
label correction
(1)
imbalanced dataset
(1)
kernel methods
(1)
similarity-based classification
(1)
Papers
Noisy Ostracods: A Fine-Grained, Imbalanced Real-World Dataset for Benchmarking Robust Machine Learning and Label Correction Methods
NIPS 2024
DSelect-k: Differentiable Selection in the Mixture of Experts with Applications to Multi-Task Learning
NIPS 2021
Shadow Dirichlet for Restricted Probability Modeling
NIPS 2010
Similarity-based Classification: Concepts and Algorithms
JMLR 2009