Tim Ruhkopf

Joined

January 2022

Names

Tim Ruhkopf (Preferred)

Emails

****@tnt.uni-hannover.de (Confirmed)

,

****@ai.uni-hannover.de (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

Universität Hannover (uni-hannover.de)

2021 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Marius Lindauer

2021 – 2025

Expertise

AutoML

Present

Multi-fidelity

Present

Bayesian Optimization

Present

Publications

AutoML in the Age of Large Language Models: Current Challenges, Future Opportunities and Risks
Alexander Tornede, Difan Deng, Theresa Eimer, Joseph Giovanelli, Aditya Mohan, Tim Ruhkopf, Sarah Segel, Daphne Theodorakopoulos, Tanja Tornede, Henning Wachsmuth, Marius Lindauer
- AutoML 2024 Journal Track
- Readers: Everyone
AutoML in the Age of Large Language Models: Current Challenges, Future Opportunities and Risks
Alexander Tornede, Difan Deng, Theresa Eimer, Joseph Giovanelli, Aditya Mohan, Tim Ruhkopf, Sarah Segel, Daphne Theodorakopoulos, Tanja Tornede, Henning Wachsmuth, Marius Lindauer
- Accepted by TMLR
- Readers: Everyone
MASIF: Meta-learned Algorithm Selection using Implicit Fidelity Information
Tim Ruhkopf, Aditya Mohan, Difan Deng, Alexander Tornede, Frank Hutter, Marius Lindauer
- AutoML 2023 (Journal Track)
- Readers: Everyone
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
Marius Lindauer, Katharina Eggensperger, Matthias Feurer, André Biedenkapp, Difan Deng, Carolin Benjamins, Tim Ruhkopf, Rene Sass, Frank Hutter
- AutoML 2023 (Journal Track)
- Readers: Everyone
MASIF: Meta-learned Algorithm Selection using Implicit Fidelity Information
Tim Ruhkopf, Aditya Mohan, Difan Deng, Alexander Tornede, Frank Hutter, Marius Lindauer
- Accepted by TMLR
- Readers: Everyone

Co-Authors