Neeratyoy Mallik

According to our database, Neeratyoy Mallik authored at least 11 papers between 2016 and 2024.

Collaborative distances:

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

2024

LMEMs for post-hoc analysis of HPO Benchmarking.

Anton Geburek, Neeratyoy Mallik, Danny Stoll, Xavier Bouthillier, Frank Hutter

CoRR, 2024

In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization.

Herilalaina Rakotoarison, Steven Adriaensen, Neeratyoy Mallik, Samir Garibov, Edward Bergman, Frank Hutter

CoRR, 2024

Fast Benchmarking of Asynchronous Multi-Fidelity Optimization on Zero-Cost Benchmarks.

Shuhei Watanabe, Neeratyoy Mallik, Edward Bergman, Frank Hutter

CoRR, 2024

In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization.

Herilalaina Rakotoarison, Steven Adriaensen, Neeratyoy Mallik, Samir Garibov, Eddie Bergman, Frank Hutter

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

PriorBand: Practical Hyperparameter Optimization in the Age of Deep Learning.

Neeratyoy Mallik, Edward Bergman, Carl Hvarfner, Danny Stoll, Maciej Janowski, Marius Lindauer, Luigi Nardi, Frank Hutter

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

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

J. Mach. Learn. Res., 2021

HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO.

Katharina Eggensperger, Philipp Müller, Neeratyoy Mallik, Matthias Feurer, René Sass, Aaron Klein, Noor H. Awad, Marius Lindauer, Frank Hutter

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

DEHB: Evolutionary Hyberband for Scalable, Robust and Efficient Hyperparameter Optimization.

Noor H. Awad, Neeratyoy Mallik, Frank Hutter

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

Squirrel: A Switching Hyperparameter Optimizer.

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

CoRR, 2020

Differential Evolution for Neural Architecture Search.

Noor H. Awad, Neeratyoy Mallik, Frank Hutter

CoRR, 2020

2016

Interactive information crowdsourcing for disaster management using SMS and Twitter: A research prototype.

Anubrata Das, Neeratyoy Mallik, Somprakash Bandyopadhyay, Sipra Das Bit, Jayanta Basak

Proceedings of the 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, 2016