Lukas Pfannschmidt

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 9

Top Topics

Gaussian Processes

Feature Relevance

Data Exploration

Top Venues

Publications

Lukas Pfannschmidt, Barbara Hammer
Sequential Feature Classification in the Context of Redundancies. CoRR (2020)
Lukas Pfannschmidt, Jonathan Jakob, Fabian Hinder, Michael Biehl, Peter Tiño, Barbara Hammer
Feature relevance determination for ordinal regression in the context of feature redundancies and privileged information. Neurocomputing 416 (2020)
Lukas Pfannschmidt, Jonathan Jakob, Fabian Hinder, Michael Biehl, Peter Tiño, Barbara Hammer
Feature Relevance Determination for Ordinal Regression in the Context of Feature Redundancies and Privileged Information. CoRR (2019)
Lukas Pfannschmidt, Christina Göpfert, Ursula Neumann, Dominik Heider, Barbara Hammer
FRI-Feature Relevance Intervals for Interpretable and Interactive Data Exploration. CIBCB (2019)
Lukas Pfannschmidt, Christina Göpfert, Ursula Neumann, Dominik Heider, Barbara Hammer
FRI - Feature Relevance Intervals for Interpretable and Interactive Data Exploration. CoRR (2019)
Lukas Pfannschmidt, Jonathan Jakob, Michael Biehl, Peter Tiño, Barbara Hammer
Feature relevance bounds for ordinal regression. ESANN (2019)
Lukas Pfannschmidt, Jonathan Jakob, Michael Biehl, Peter Tiño, Barbara Hammer
Feature Relevance Bounds for Ordinal Regression. CoRR (2019)
Christina Göpfert, Lukas Pfannschmidt, Jan Philip Göpfert, Barbara Hammer
Interpretation of linear classifiers by means of feature relevance bounds. Neurocomputing 298 (2018)
Christina Göpfert, Lukas Pfannschmidt, Barbara Hammer
Feature Relevance Bounds for Linear Classification. ESANN (2017)