Neeratyoy Mallik

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 13

Top Topics

Neural Architecture

Graphical User Interface

Optimisation Problems

Top Venues

PerCom Workshops

J. Mach. Learn. Res.

NeurIPS Datasets and Benchmarks

Publications

Herilalaina Rakotoarison, Steven Adriaensen, Neeratyoy Mallik, Samir Garibov, Edward Bergman, Frank Hutter
In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization. CoRR (2024)
Shuhei Watanabe, Neeratyoy Mallik, Edward Bergman, Frank Hutter
Fast Benchmarking of Asynchronous Multi-Fidelity Optimization on Zero-Cost Benchmarks. CoRR (2024)
Neeratyoy Mallik, Edward Bergman, Carl Hvarfner, Danny Stoll, Maciej Janowski, Marius Lindauer, Luigi Nardi, Frank Hutter
PriorBand: Practical Hyperparameter Optimization in the Age of Deep Learning. NeurIPS (2023)
Neeratyoy Mallik, Edward Bergman, Carl Hvarfner, Danny Stoll, Maciej Janowski, Marius Lindauer, Luigi Nardi, Frank Hutter
PriorBand: Practical Hyperparameter Optimization in the Age of Deep Learning. CoRR (2023)
Noor H. Awad, Neeratyoy Mallik, Frank Hutter
DEHB: Evolutionary Hyberband for Scalable, Robust and Efficient Hyperparameter Optimization. CoRR (2021)
Katharina Eggensperger, Philipp Müller, Neeratyoy Mallik, Matthias Feurer, René Sass, Aaron Klein, Noor H. Awad, Marius Lindauer, Frank Hutter
HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO. CoRR (2021)
Matthias Feurer, Jan N. van Rijn, Arlind Kadra, Pieter Gijsbers, Neeratyoy Mallik, Sahithya Ravi, Andreas Müller, Joaquin Vanschoren, Frank Hutter
OpenML-Python: an extensible Python API for OpenML. J. Mach. Learn. Res. 22 (2021)
Noor H. Awad, Neeratyoy Mallik, Frank Hutter
DEHB: Evolutionary Hyberband for Scalable, Robust and Efficient Hyperparameter Optimization. IJCAI (2021)
Katharina Eggensperger, Philipp Müller, Neeratyoy Mallik, Matthias Feurer, René Sass, Aaron Klein, Noor H. Awad, Marius Lindauer, Frank Hutter
HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO. NeurIPS Datasets and Benchmarks (2021)
Noor H. Awad, Gresa Shala, Difan Deng, Neeratyoy Mallik, Matthias Feurer, Katharina Eggensperger, André Biedenkapp, Diederick Vermetten, Hao Wang, Carola Doerr, Marius Lindauer, Frank Hutter
Squirrel: A Switching Hyperparameter Optimizer. CoRR (2020)
Noor H. Awad, Neeratyoy Mallik, Frank Hutter
Differential Evolution for Neural Architecture Search. CoRR (2020)
Matthias Feurer, Jan N. van Rijn, Arlind Kadra, Pieter Gijsbers, Neeratyoy Mallik, Sahithya Ravi, Andreas Müller, Joaquin Vanschoren, Frank Hutter
OpenML-Python: an extensible Python API for OpenML. CoRR (2019)
Anubrata Das, Neeratyoy Mallik, Somprakash Bandyopadhyay, Sipra Das Bit, Jayanta Basak
Interactive information crowdsourcing for disaster management using SMS and Twitter: A research prototype. PerCom Workshops (2016)