Jessie Finocchiaro
4 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
Venues
Top co-authors
Research topics
Keywords
convex surrogate
(2)
polyhedral loss
(2)
structured prediction
(1)
embedding learning
(1)
multi-class classification
(1)
surrogate loss
(1)
probability calibration
(1)
0-1 loss
(1)
convex surrogate loss
(1)
embedding dimension
(1)
consistent loss
(1)
discrete loss
(1)
polyhedral surrogate
(1)
link function
(1)
bayes risk
(1)
distribution calibration
(1)
swap regret
(1)
decision calibration
(1)
algorithmic fairness
(1)
omniprediction learning
(1)
Papers
Three Types of Calibration using Properties and their Semantic and Formal Relationships
JMLR 2026
An Embedding Framework for the Design and Analysis of Consistent Polyhedral Surrogates
JMLR 2024
Trading off Consistency and Dimensionality of Convex Surrogates for Multiclass Classification
NeurIPS 2024
Embedding Dimension of Polyhedral Losses
COLT 2020