Debarghya Mukherjee
7 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (15) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3)
π
Cross-Pollinator
(6)
β
The Questioner
π₯
Unstoppable
(5)
Conferences
NIPS (4)
ICML (2)
ICLR (1)
Top co-authors
Keywords
algorithmic fairness
(4)
domain adaptation
(3)
individual fairness
(3)
distribution shift
(2)
convex optimization
(1)
uncertainty quantification
(1)
optimal transport
(1)
mean estimation
(1)
subpopulation shift
(1)
outlier detection
(1)
covariate shift
(1)
bias correction
(1)
target domain
(1)
prediction interval
(1)
representation alignment
(1)
domain shift
(1)
algorithmic bia
(1)
unsupervised domain shift
(1)
coverage probability
(1)
density ratio
(1)
Papers
Optimal Aggregation of Prediction Intervals under Unsupervised Domain Shift
NIPS 2024
Predictor-corrector algorithms for stochastic optimization under gradual distribution shift
ICLR 2023
Domain Adaptation meets Individual Fairness. And they get along.
NIPS 2022
Post-processing for Individual Fairness
NIPS 2021
Does enforcing fairness mitigate biases caused by subpopulation shift?
NIPS 2021
Outlier-Robust Optimal Transport
ICML 2021
Two Simple Ways to Learn Individual Fairness Metrics from Data
ICML 2020