Vojtěch Franc
10 papers · 2008–2026 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17)
🏆
Keyword Champion
(2)
🗃️
Keyword Collector
(59)
💎
Century Club · Bronze
Top co-authors
Research topics
Keywords
structured prediction
(2)
conditional risk
(2)
bayes classifier
(2)
support vector machine
(2)
uncertainty quantification
(1)
face recognition
(1)
binary classification
(1)
likelihood ratio
(1)
discriminative learning
(1)
large-scale learning
(1)
linear discriminant analysis
(1)
classification calibration
(1)
reject option
(1)
ramp loss
(1)
structured output learning
(1)
risk minimization
(1)
maximum margin
(1)
structured output
(1)
multiple kernel learning
(1)
constrained optimization
(1)
Papers
Photo Dating by Facial Age Aggregation
WACV 2026
Constrained Binary Decision Making
NeurIPS 2024
SCOD: From Heuristics to Theory
ECCV 2024
Optimal Strategies for Reject Option Classifiers
JMLR 2023
Learning Maximum Margin Markov Networks from examples with missing labels
ACML 2021
On discriminative learning of prediction uncertainty
ICML 2019
Consistency of structured output learning with missing labels
ACML 2015
Interval Insensitive Loss for Ordinal Classification
ACML 2014
The SHOGUN Machine Learning Toolbox
JMLR 2010
Discriminative Learning of Max-Sum Classifiers
JMLR 2008