Shelvia Wongso
3 papers · 2023–2025 · 3 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
calibration
(1)
uncertainty quantification
(1)
pointwise mutual information
(1)
deep neural network
(1)
evolutionary algorithm
(1)
bayesian neural network
(1)
symbolic regression
(1)
fitness function
(1)
prediction confidence
(1)
failure prediction
(1)
expression tree
(1)
sliced mutual information
(1)
pointwise v-information
(1)
mathematical language model
(1)
equation recovery
(1)
pointwise sliced mutual information
(1)
Papers
Pointwise Information Measures as Confidence Estimators in Deep Neural Networks: A Comparative Study
ICML 2025
Rethinking Symbolic Regression: Morphology and Adaptability in the Context of Evolutionary Algorithms
ICLR 2023
Using Sliced Mutual Information to Study Memorization and Generalization in Deep Neural Networks
AISTATS 2023