Meelis Kull
5 papers · 2015–2024 · 3 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ฃ Hot Topic Early Bird ๐ Conference Polyglot (3) ๐ Academic Marathon (9)
๐
Cross-Pollinator
(13)
Conferences
ICML (2)
NIPS (2)
AISTATS (1)
Top co-authors
Keywords
probability calibration
(2)
binary classification
(1)
uncertainty quantification
(1)
model calibration
(1)
gaussian process
(1)
multi-class classification
(1)
roc curve
(1)
posterior probability
(1)
dirichlet distribution
(1)
precision-recall curve
(1)
regression model
(1)
class probability
(1)
distribution calibration
(1)
beta distribution
(1)
quantile calibration
(1)
neural network
(1)
classification metric
(1)
model selection
(1)
logistic calibration
(1)
Papers
Evaluation of Trajectory Distribution Predictions with Energy Score
ICML 2024
Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with Dirichlet calibration
NIPS 2019
Distribution calibration for regression
ICML 2019
Beta calibration: a well-founded and easily implemented improvement on logistic calibration for binary classifiers
AISTATS 2017
Precision-Recall-Gain Curves: PR Analysis Done Right
NIPS 2015