Ya-Lin Zhang
4 papers · 2017–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (7) π Cross-Pollinator (10) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
Conferences
NIPS (2)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
causal inference
(1)
domain adaptation
(1)
multi-instance learning
(1)
noisy label learning
(1)
label noise
(1)
distribution shift
(1)
label aggregation
(1)
collaborative learning
(1)
sample selection
(1)
noisy label
(1)
noise filtering
(1)
heterogeneous treatment effect
(1)
conditional average treatment effect
(1)
average treatment effect
(1)
unmeasured confounding
(1)
annotator agreement
(1)
key instance shift
(1)
instance prototype
(1)
causal tree
(1)
confounding entropy
(1)
Papers
Collaborative Refining for Learning from Inaccurate Labels
NIPS 2024
Self-cognitive Denoising in the Presence of Multiple Noisy Label Sources
ICML 2024
Debiased Causal Tree: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding
NIPS 2022
Multi-Instance Learning with Key Instance Shift
IJCAI 2017