Telmo Silva Filho
3 papers · 2017–2019 · 2 conferences · across top CS/AI conferences
Achievements
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๐ Conference Polyglot (2) ๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ฃ Hot Topic Early Bird ๐ Cross-Pollinator (14)
๐
Trend Setter
Conferences
AISTATS (2)
NIPS (1)
Top co-authors
Research topics
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
Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with Dirichlet calibration
NIPS 2019
$ฮฒ^3$-IRT: A New Item Response Model and its Applications
AISTATS 2019
Beta calibration: a well-founded and easily implemented improvement on logistic calibration for binary classifiers
AISTATS 2017