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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
CoRR
PerCom Workshops
J. Mach. Learn. Res.
NeurIPS Datasets and Benchmarks
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Publications
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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)