Ricardo Knauer

Joined

February 2024

Names

Ricardo Knauer (Preferred)

Emails

****@htw-berlin.de (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Researcher

KI-Werkstatt, Hochschule für Technik und Wirtschaft Berlin (htw-berlin.de)

2022 – 2025

Researcher

DAI-Labor, Technische Universität Berlin (tu-berlin.de)

2020 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Erik Rodner

2022 – 2025

Coauthor

Stephan Matzka

2022 – 2025

Coauthor

Marvin Grimm

2022 – 2025

Coauthor

Raphael Wallsberger

2022 – 2025

Coauthor

Mario Koddenbrock

2022 – 2025

Coauthor

Marian Bookhahn

2022 – 2025

Coauthor

Frank Neumann

2022 – 2025

Coauthor

Xuan-Thuy Dang

2020 – 2022

Coauthor

Sebastian Peters

2020 – 2022

Coauthor

Fikret Sivrikaya

2020 – 2022

Expertise

No areas of expertise listed

Publications

In Search of Grandmother Cells: Tracing Interpretable Neurons in Tabular Representations
Ricardo Knauer, Erik Rodner
- AITD@EurIPS 2025 Poster
- Readers: Everyone
PMLBmini: A Tabular Classification Benchmark Suite for Data-Scarce Applications
Ricardo Knauer, Marvin Grimm, Erik Rodner
- AutoML 2024 Workshop
- Readers: Everyone
Squeezing Lemons with Hammers: An Evaluation of AutoML and Tabular Deep Learning for Data-Scarce Classification Applications
Ricardo Knauer, Erik Rodner
- PML4LRS Oral
- Readers: Everyone
Squeezing Lemons with Hammers: An Evaluation of AutoML and Tabular Deep Learning for Data-Scarce Classification Applications
Ricardo Knauer, Erik Rodner
- CoRR 2024
- Readers: Everyone
Explainable Artificial Intelligence Beyond Feature Attributions: The Validity and Reliability of Feature Selection Explanations
Raphael Wallsberger, Ricardo Knauer, Stephan Matzka
- xAI (Late-breaking Work, Demos, Doctoral Consortium) 2024
- Readers: Everyone
"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
- CoRR 2024
- Readers: Everyone
PMLBmini: A Tabular Classification Benchmark Suite for Data-Scarce Applications
Ricardo Knauer, Marvin Grimm, Erik Rodner
- CoRR 2024
- Readers: Everyone
Cost-Sensitive Best Subset Selection for Logistic Regression: A Mixed-Integer Conic Optimization Perspective
Ricardo Knauer, Erik Rodner
- KI 2023
- Readers: Everyone
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
- GI-Jahrestagung 2023
- Readers: Everyone

View all 11 publications

Ricardo Knauer

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors