Franc, Vojtech

21 publications

NeurIPS 2024 Constrained Binary Decision Making Daniel Průša, Vojtěch Franc

ECCV 2024 SCOD: From Heuristics to Theory Vojtech Franc, Jakub Paplham, Daniel Prusa

JMLR 2023 Optimal Strategies for Reject Option Classifiers Vojtech Franc, Daniel Prusa, Vaclav Voracek

ECML-PKDD 2022 Consistent and Tractable Algorithm for Markov Network Learning Vojtech Franc, Daniel Prusa, Andrii Yermakov

ACML 2021 Learning Maximum Margin Markov Networks from Examples with Missing Labels Vojtech Franc, Andrii Yermakov

ICML 2019 On Discriminative Learning of Prediction Uncertainty Vojtech Franc, Daniel Prusa

MLJ 2018 Learning Data Discretization via Convex Optimization Vojtech Franc, Ondrej Fikar, Karel Bartos, Michal Sofka

MLJ 2016 V-Shaped Interval Insensitive Loss for Ordinal Classification Kostiantyn Antoniuk, Vojtech Franc, Václav Hlavác

ACML 2015 Consistency of Structured Output Learning with Missing Labels Kostiantyn Antoniuk, Vojtech Franc, Vaclav Hlavac

ICCVW 2015 Facial Landmark Tracking by Tree-Based Deformable Part Model Based Detector Michal Uricár, Vojtech Franc, Václav Hlavác

ECML-PKDD 2015 Learning Detector of Malicious Network Traffic from Weak Labels Vojtech Franc, Michal Sofka, Karel Bartos

ECML-PKDD 2014 FASOLE: Fast Algorithm for Structured Output LEarning Vojtech Franc

ACML 2014 Interval Insensitive Loss for Ordinal Classification Kostiantyn Antoniuk, Vojtech Franc, Vaclav Hlavac

ECML-PKDD 2013 MORD: Multi-Class Classifier for Ordinal Regression Kostiantyn Antoniuk, Vojtech Franc, Václav Hlavác

ICML 2011 Support Vector Machines as Probabilistic Models Vojtech Franc, Alexander Zien, Bernhard Schölkopf

ICML 2010 COFFIN: A Computational Framework for Linear SVMs Sören Sonnenburg, Vojtech Franc

MLOSS 2010 The SHOGUN Machine Learning Toolbox Sören Sonnenburg, Gunnar Rätsch, Sebastian Henschel, Christian Widmer, Jonas Behr, Alexander Zien, Fabio de Bona, Alexander Binder, Christian Gehl, Vojtěch Franc

JMLR 2009 Optimized Cutting Plane Algorithm for Large-Scale Risk Minimization Vojtěch Franc, Sören Sonnenburg

JMLR 2008 Discriminative Learning of Max-Sum Classifiers Vojtěch Franc, Bogdan Savchynskyy

ICML 2008 Optimized Cutting Plane Algorithm for Support Vector Machines Vojtech Franc, Sören Sonnenburg

ICML 2008 Stopping Conditions for Exact Computation of Leave-One-Out Error in Support Vector Machines Vojtech Franc, Pavel Laskov, Klaus-Robert Müller