Learning Markov Networks by Analytic Center Cutting Plane Method. - Kostiantyn Antoniuk; Vojtech Franc; Václav Hlavác (ICPR, 2012)

MORD: Multi-class Classifier for Ordinal Regression. - Kostiantyn Antoniuk; Vojtech Franc; Václav Hlavác (ECML/PKDD (3), 2013)

Interval Insensitive Loss for Ordinal Classification. - Kostiantyn Antoniuk; Vojtech Franc; Václav Hlavác (ACML, 2014)

Consistency of structured output learning with missing labels. - Kostiantyn Antoniuk; Vojtech Franc; Václav Hlavác (ACML, 2015)

V-shaped interval insensitive loss for ordinal classification. - Kostiantyn Antoniuk; Vojtech Franc; Václav Hlavác (Mach. Learn., 2016)