Xinsong Ma
5 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Keywords
out-of-distribution detection
(3)
false discovery rate
(3)
false positive rate
(2)
label noise
(1)
multiple hypothesis testing
(1)
true positive rate
(1)
deep neural network
(1)
noisy label detection
(1)
beta distribution
(1)
clean data
(1)
binary hypothesis testing
(1)
class-wise disparity
(1)
perturbation radius
(1)
p-values
(1)
generalized benjamini hochberg
(1)
tailored generalized gaussian distribution
(1)
calibrated set
(1)
empirical p-values
(1)
ensemble g-bh
(1)
gaussian-like distribution
(1)
Papers
A Closer Look at Generalized BH Algorithm for Out-of-Distribution Detection
ICML 2025
An Online Statistical Framework for Out-of-Distribution Detection
ICML 2025
A Provable Decision Rule for Out-of-Distribution Detection
ICML 2024
Delving into Noisy Label Detection with Clean Data
ICML 2023
On the Tradeoff Between Robustness and Fairness
NeurIPS 2022