Neeratyoy Mallik

According to our database1, Neeratyoy Mallik authored at least 12 papers between 2016 and 2024.

Collaborative distances:

Timeline

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PhD thesis 
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Links

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Bibliography

2024
Warmstarting for Scaling Language Models.
CoRR, 2024

LMEMs for post-hoc analysis of HPO Benchmarking.
CoRR, 2024

In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization.
CoRR, 2024

Fast Benchmarking of Asynchronous Multi-Fidelity Optimization on Zero-Cost Benchmarks.
CoRR, 2024

In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
PriorBand: Practical Hyperparameter Optimization in the Age of Deep Learning.
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.
J. Mach. Learn. Res., 2021

HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

DEHB: Evolutionary Hyberband for Scalable, Robust and Efficient Hyperparameter Optimization.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020
Squirrel: A Switching Hyperparameter Optimizer.
CoRR, 2020

Differential Evolution for Neural Architecture Search.
CoRR, 2020

2016
Interactive information crowdsourcing for disaster management using SMS and Twitter: A research prototype.
Proceedings of the 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, 2016


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