Yivan Zhang
5 papers · 2020–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (13) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12)
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Hot Topic Early Bird
Conferences
ICML (3)
NIPS (2)
Top co-authors
Keywords
representation learning
(2)
metric learning
(1)
semi-supervised learning
(1)
probabilistic modeling
(1)
weakly supervised learning
(1)
multiclass classification
(1)
maximum likelihood
(1)
multiple instance learning
(1)
label noise
(1)
gradient boosting
(1)
classifier learning
(1)
cost-sensitive classification
(1)
classification with rejection
(1)
disentangled representation
(1)
noisy label
(1)
positive-unlabeled learning
(1)
quantitative metric
(1)
logical definition
(1)
ensemble classifier
(1)
triplet comparison
(1)
Papers
Enriching Disentanglement: From Logical Definitions to Quantitative Metrics
NIPS 2024
A Category-theoretical Meta-analysis of Definitions of Disentanglement
ICML 2023
Classification with Rejection Based on Cost-sensitive Classification
ICML 2021
Learning Noise Transition Matrix from Only Noisy Labels via Total Variation Regularization
ICML 2021
Learning from Aggregate Observations
NIPS 2020