Vojtech Franc

Konstiantyn Antoniuk, Vojtech Franc, Václav Hlavác: Learning Markov Networks by Analytic Center Cutting Plane Method. ICPR 2012: 2250-2253

Michal Uricar, Vojtech Franc, Václav Hlavác: Detector of Facial Landmarks Learned by the Structured Output SVM . VISAPP (1) 2012: 547-556

Vojtech Franc, Alexander Zien, Bernhard Schölkopf: Support Vector Machines as Probabilistic Models. ICML 2011: 665-672

Sören Sonnenburg, Gunnar Rätsch, Sebastian Henschel, Christian Widmer, Jonas Behr, Alexander Zien, Fabio De Bona, Alexander Binder, Christian Gehl, Vojtech Franc: The SHOGUN Machine Learning Toolbox. Journal of Machine Learning Research 11: 1799-1802 (2010)

Sören Sonnenburg, Vojtech Franc: COFFIN: A Computational Framework for Linear SVMs. ICML 2010: 999-1006

Vojtech Franc, Sören Sonnenburg: Optimized Cutting Plane Algorithm for Large-Scale Risk Minimization. Journal of Machine Learning Research 10: 2157-2192 (2009)

Vojtech Franc, Bogdan Savchynskyy: Discriminative Learning of Max-Sum Classifiers. Journal of Machine Learning Research 9: 67-104 (2008)

Vojtech Franc, Sören Sonnenburg: Optimized cutting plane algorithm for support vector machines. ICML 2008: 320-327

Vojtech Franc, Pavel Laskov, Klaus-Robert Müller: Stopping conditions for exact computation of leave-one-out error in support vector machines. ICML 2008: 328-335

Jan Rathouský, Martin Urban, Vojtech Franc: Recognition of Text with Known Geometric, Grammatical Structure. VISAPP (2) 2008: 194-199

Petr Posík, Vojtech Franc: Estimation of fitness landscape contours in EAs. GECCO 2007: 562-569

Vojtech Franc, Václav Hlavác: Greedy Kernel Principal Component Analysis. Cognitive Vision Systems 2006: 87-105

Vojtech Franc, Václav Hlavác, Mirko Navara: Sequential Coordinate-Wise Algorithm for the Non-negative Least Squares Problem. CAIP 2005: 407-414

Vojtech Franc, Václav Hlavác: Simple Solvers for Large Quadratic Programming Tasks. DAGM-Symposium 2005: 75-84

Vojtech Franc, Václav Hlavác: License Plate Character Segmentation Using Hidden Markov Chains. DAGM-Symposium 2005: 385-392

Vojtech Franc, Václav Hlavác: An iterative algorithm learning the maximal margin classifier. Pattern Recognition 36(9): 1985-1996 (2003)

Dick de Ridder, Vojtech Franc: Robust subspace mixture models using t-distributions. BMVC 2003: 1-10

Vojtech Franc, Václav Hlavác: Greedy Algorithm for a Training Set Reduction in the Kernel Methods. CAIP 2003: 426-433

Karel Hanton, Vladimír Smutny, Vojtech Franc, Václav Hlavác: Alignment of Sewerage Inspection Videos for Their Easier Indexing. ICVS 2003: 141-150

Vojtech Franc, Václav Hlavác: Multi-Class Support Vector Machine. ICPR (2) 2002: 236-239

Vojtech Franc, Václav Hlavác: A Contribution to the Schlesinger's Algorithm Separating Mixtures of Gaussians. CAIP 2001: 169-176