Telmo Silva Filho
3 papers · 2017–2019 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Keywords
probability calibration
(2)
model calibration
(1)
item response theory
(1)
probability estimation
(1)
multi-class classification
(1)
regression analysis
(1)
posterior probability
(1)
dirichlet distribution
(1)
class probability
(1)
classifier evaluation
(1)
beta distribution
(1)
neural network
(1)
logistic calibration
(1)
latent ability
(1)
binary classification
(1)
item characteristic curve
(1)
Papers
$β^3$-IRT: A New Item Response Model and its Applications
AISTATS 2019
Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with Dirichlet calibration
NeurIPS 2019
Beta calibration: a well-founded and easily implemented improvement on logistic calibration for binary classifiers
AISTATS 2017