Neeratyoy Mallik

PhD student, University of Freiburg

Joined

August 2021

Names

Neeratyoy Mallik (Preferred)

Emails

****@cs.uni-freiburg.de (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

University of Freiburg (uni-freiburg.de)

2022 – 2027

Advisors, Relations & Conflicts

PhD Advisor

Prof. Dr. Frank Hutter

2022 – Present

Expertise

Hyperparameter Optimization

Present

Multi-fidelity Bayesian Optimization

Present

Scaling Laws

Present

Publications

Frozen Layers: Memory-efficient Many-fidelity Hyperparameter Optimization
Timur Carstensen, Neeratyoy Mallik, Frank Hutter, Martin Rapp
- AutoML 2025 Methods Track
- Readers: Everyone
Warmstarting for Scaling Language Models
Neeratyoy Mallik, Maciej Janowski, Johannes Hog, Herilalaina Rakotoarison, Aaron Klein, Josif Grabocka, Frank Hutter
- AFM 2024 Poster
- Readers: Everyone
In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization
Herilalaina Rakotoarison, Steven Adriaensen, Neeratyoy Mallik, Samir Garibov, Edward Bergman, Frank Hutter
- AutoML 2024 Workshop
- Readers: Everyone
LMEMs for post-hoc analysis of HPO Benchmarking
Anton Merlin Geburek, Neeratyoy Mallik, Danny Stoll, Xavier Bouthillier, Frank Hutter
- AutoML 2024 Workshop
- Readers: Everyone
Fast Benchmarking of Asynchronous Multi-Fidelity Optimization on Zero-Cost Benchmarks
Shuhei Watanabe, Neeratyoy Mallik, Edward Bergman, Frank Hutter
- AutoML 2024 (ABCD Track)
- Readers: Everyone
In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization
Herilalaina Rakotoarison, Steven Adriaensen, Neeratyoy Mallik, Samir Garibov, Eddie Bergman, Frank Hutter
- ICML 2024 Poster
- Readers: Everyone
PriorBand: Practical Hyperparameter Optimization in the Age of Deep Learning
Neeratyoy Mallik, Eddie Bergman, Carl Hvarfner, Danny Stoll, Maciej Janowski, Marius Lindauer, Luigi Nardi, Frank Hutter
- NeurIPS 2023 poster
- Readers: Everyone
PriorBand: HyperBand + Human Expert Knowledge
Neeratyoy Mallik, Carl Hvarfner, Danny Stoll, Maciej Janowski, Eddie Bergman, Marius Lindauer, Luigi Nardi, Frank Hutter
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- NeurIPS 2022 Workshop MetaLearn Poster
- Readers: Everyone
HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO
Katharina Eggensperger, Philipp Müller, Neeratyoy Mallik, Matthias Feurer, Rene Sass, Aaron Klein, Noor Awad, Marius Lindauer, Frank Hutter
- Published: 11 Oct 2021, Last Modified: 12 Oct 2025
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
OpenML-Python: an extensible Python API for OpenML
Matthias Feurer, Jan N. van Rijn, Arlind Kadra, Pieter Gijsbers, Neeratyoy Mallik, Sahithya Ravi, Andreas Müller, Joaquin Vanschoren, Frank Hutter
- 2021 (modified: 07 Mar 2022)
- J. Mach. Learn. Res. 2021
- Readers: Everyone

View all 15 publications

Co-Authors

View all 42 co-authors