Teodora Popordanoska
6 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (8) πΊοΈ Taxonomy Completionist (17)
π
Keyword Champion
(4)
Conferences
NIPS (2)
AISTATS (1)
ICML (1)
MIDL (1)
WACV (1)
Top co-authors
Keywords
calibration error
(5)
uncertainty quantification
(3)
model calibration
(2)
consistent estimator
(2)
covariate shift
(1)
probabilistic prediction
(1)
kernel density estimation
(1)
label shift
(1)
error propagation
(1)
dataset shift
(1)
dirichlet distribution
(1)
confidence interval
(1)
uncertainty estimation
(1)
cross-entropy loss
(1)
domain shift
(1)
unsupervised calibration
(1)
proper scoring rule
(1)
asymptotic unbiasedness
(1)
probabilistic classifier
(1)
confidence score
(1)
Papers
CARE: Confidence-aware Ratio Estimation for Medical Biomarkers
MIDL 2026
A Novel Characterization of the Population Area Under the Risk Coverage Curve (AURC) and Rates of Finite Sample Estimators
ICML 2025
LaSCal: Label-Shift Calibration without target labels
NIPS 2024
Consistent and Asymptotically Unbiased Estimation of Proper Calibration Errors
AISTATS 2024
Beyond Classification: Definition and Density-Based Estimation of Calibration in Object Detection
WACV 2024
A Consistent and Differentiable Lp Canonical Calibration Error Estimator
NIPS 2022