Alexander Fishkov
5 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer
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Hot Topic Early Bird
Conferences
ACML (1)
AISTATS (1)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
uncertainty quantification
(2)
conformal prediction
(1)
epistemic uncertainty
(1)
nonparametric regression
(1)
nonparametric estimation
(1)
selective prediction
(1)
data heterogeneity
(1)
confidence set
(1)
aleatoric uncertainty
(1)
nadaraya-watson estimator
(1)
heteroskedastic regression
(1)
variance testing
(1)
federated learning
(1)
nadaraaya-watson estimator
(1)
Papers
Probabilistic Conformal Prediction with Approximate Conditional Validity
ICLR 2025
Rectifying Conformity Scores for Better Conditional Coverage
ICML 2025
Efficient Conformal Prediction under Data Heterogeneity
AISTATS 2024
Selective Nonparametric Regression via Testing
ACML 2023
Nonparametric Uncertainty Quantification for Single Deterministic Neural Network
NIPS 2022