Konstantin Hemker

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 6

Top Topics

Simplex Algorithm

Top Venues

Publications

Konstantin Hemker, Nikola Simidjievski, Mateja Jamnik
MM-Lego: Modular Biomedical Multimodal Models with Minimal Fine-Tuning. CoRR (2024)
Konstantin Hemker, Zohreh Shams, Mateja Jamnik
CGXplain: Rule-Based Deep Neural Network Explanations Using Dual Linear Programs. CoRR (2023)
Konstantin Hemker, Nikola Simidjievski, Mateja Jamnik
HEALNet - Hybrid Multi-Modal Fusion for Heterogeneous Biomedical Data. CoRR (2023)
Konstantin Hemker, Zohreh Shams, Mateja Jamnik
CGXplain: Rule-Based Deep Neural Network Explanations Using Dual Linear Programs. TML4H (2023)
Jan Ittner, Lukasz Bolikowski, Konstantin Hemker, Ricardo Kennedy
Feature Synergy, Redundancy, and Independence in Global Model Explanations using SHAP Vector Decomposition. CoRR (2021)
Georgios Rizos, Konstantin Hemker, Björn W. Schuller
Augment to Prevent: Short-Text Data Augmentation in Deep Learning for Hate-Speech Classification. CIKM (2019)