Flach, Peter

9 publications

AISTATS 2022 LIMESegment: Meaningful, Realistic Time Series Explanations Torty Sivill, Peter Flach

NeurIPSW 2021 Continual Density Ratio Estimation Yu Chen, Song Liu, Tom Diethe, Peter Flach

AISTATS 2019 $β^3$-IRT: A New Item Response Model and Its Applications Yu Chen, Telmo Silva Filho, Ricardo B. Prudencio, Tom Diethe, Peter Flach

NeurIPS 2019 Beyond Temperature Scaling: Obtaining Well-Calibrated Multi-Class Probabilities with Dirichlet Calibration Meelis Kull, Miquel Perello Nieto, Markus Kängsepp, Telmo Silva Filho, Hao Song, Peter Flach

ICML 2019 Distribution Calibration for Regression Hao Song, Tom Diethe, Meelis Kull, Peter Flach

NeurIPS 2015 Precision-Recall-Gain Curves: PR Analysis Done Right Peter Flach, Meelis Kull

JMLR 2012 A Unified View of Performance Metrics: Translating Threshold Choice into Expected Classification Loss José Hernández-Orallo, Peter Flach, Cèsar Ferri

ACML 2010 Exploiting the High Predictive Power of Multi-Class Subgroups Tarek Abudawood, Peter Flach

JMLR 2004 Subgroup Discovery with CN2-SD Nada Lavrač, Branko Kavšek, Peter Flach, Ljupčo Todorovski