Ricardo Knauer

According to our database, Ricardo Knauer authored at least 12 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

ConceptTracer: Interactive Analysis of Concept Saliency and Selectivity in Neural Representations.

Ricardo Knauer, Andre Beinrucker, Erik Rodner

CoRR, April, 2026

Embedding World Knowledge into Tabular Models: Towards Best Practices for Embedding Pipeline Design.

Oksana Kolomenko, Ricardo Knauer, Erik Rodner

CoRR, March, 2026

In Search of Grandmother Cells: Tracing Interpretable Neurons in Tabular Representations.

Ricardo Knauer, Erik Rodner

CoRR, January, 2026

2025

'Oh LLM, I'm Asking Thee, Please Give Me a Decision Tree': Zero-Shot Decision Tree Induction and Embedding with Large Language Models.

Ricardo Knauer, Mario Koddenbrock, Raphael Wallsberger, Nicholas M. Brisson, Georg N. Duda, Deborah Falla, David W. Evans, Erik Rodner

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

2024

PMLBmini: A Tabular Classification Benchmark Suite for Data-Scarce Applications.

Ricardo Knauer, Marvin Grimm, Erik Rodner

CoRR, 2024

Squeezing Lemons with Hammers: An Evaluation of AutoML and Tabular Deep Learning for Data-Scarce Classification Applications.

Ricardo Knauer, Erik Rodner

CoRR, 2024

Explainable Artificial Intelligence Beyond Feature Attributions: The Validity and Reliability of Feature Selection Explanations.

Raphael Wallsberger, Ricardo Knauer, Stephan Matzka

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

Lecturers' Perspectives Regarding AI Competencies for Non-computer Science Students in Undergraduate Education.

Kamilla Tenório, Ricardo Knauer, Raphael Wallsberger, Erik Rodner, Ralf Romeike

Proceedings of the Digitally Transformed Education: Are We There Yet?, 2024

2023

Explainable Artificial Intelligence in Mechanical Engineering: A Synthetic Dataset for Comprehensive Failure Mode Analysis.

Raphael Wallsberger, Ricardo Knauer, Stephan Matzka

Proceedings of the 2023 Fifth International Conference on Transdisciplinary AI (TransAI), 2023

Cost-Sensitive Best Subset Selection for Logistic Regression: A Mixed-Integer Conic Optimization Perspective.

Ricardo Knauer, Erik Rodner

Proceedings of the KI 2023: Advances in Artificial Intelligence, 2023

Foundations for applied artificial intelligence: enabling and supporting AI teaching and research.

Ricardo Knauer, Raphael Wallsberger, Marvin Grimm, Marian Bookhahn, Frank Neumann, Stephan Matzka, Erik Rodner

Proceedings of the 53. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2023, Designing Future, 2023

2021

A Converged Cloud-Fog Architecture for Future eHealth Applications.

Xuan-Thuy Dang, Ricardo Knauer, Sebastian Peters, Fikret Sivrikaya

Proceedings of the Sixth International Conference on Fog and Mobile Edge Computing, 2021