Author

Neeratyoy Mallik

Observed name: Mallik, Neeratyoy

Institution: University of Freiburg

Observed institutions: University of Freiburg, Indian Institute of Engineering Science and Technology, Shibpur

OpenAlex ID: A5058000344

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

2021 · Noor Awad, Neeratyoy Mallik, et al. · International Joint Conference on Artificial Intelligence · 54

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OpenML-Python: an extensible Python API for OpenML

2019 · Feurer, Matthias, van Rijn, Jan N., et al. · arXiv (Cornell University) · 52

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

2021 · Eggensperger, Katharina, Müller, Philipp, et al. · arXiv (Cornell University) · 30

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Differential Evolution for Neural Architecture Search

2020 · Awad, Noor, Mallik, Neeratyoy, et al. · arXiv (Cornell University) · 22

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

2016 · Anubrata Das, Neeratyoy Mallik, et al. · IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) · 12

DEHB: Evolutionary Hyperband for Scalable, Robust and Efficient Hyperparameter Optimization

2021 · Awad, Noor, Mallik, Neeratyoy, et al. · arXiv (Cornell University) · 10

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PriorBand: Practical Hyperparameter Optimization in the Age of Deep Learning

2023 · Neeratyoy Mallik, Edward Bergman, et al. · neural information processing systems · 9

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Squirrel: A Switching Hyperparameter Optimizer

2020 · Awad, Noor, Shala, Gresa, et al. · arXiv (Cornell University) · 3

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In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization

2024 · Rakotoarison, Herilalaina, Adriaensen, Steven, et al. · arXiv (Cornell University) · 2

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ScAn-Bench: Evaluating Scaling Analysis Methodology

2026 · Sermaxhaj, Artin, Alipour, Nastaran, et al. · arXiv (Cornell University)

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Amortizing Scaling Law Construction Costs

2026 · Jha, Abhash Kumar, Onuţu, Diana Alexandra, et al. · arXiv (Cornell University)

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When is Warmstarting Effective for Scaling Language Models?

2026 · Mallik, Neeratyoy, Janowski, Maciej, et al. · arXiv (Cornell University)

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IfBO surrogate

2026 · Mallik, Neeratyoy · Figshare

IfBO surrogate-compressed

2026 · Mallik, Neeratyoy · Figshare

carps: A Framework for Comparing N Hyperparameter Optimizers on M Benchmarks

2025 · Benjamins, Carolin, Graf, Helena, et al. · arXiv (Cornell University)

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Frozen Layers: Memory-efficient Many-fidelity Hyperparameter Optimization

2025 · Carstensen, Timur, Mallik, Neeratyoy, et al. · arXiv (Cornell University)

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Warmstarting for Scaling Language Models

2024 · Mallik, Neeratyoy, Janowski, Maciej, et al. · arXiv (Cornell University)

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LMEMs for post-hoc analysis of HPO Benchmarking

2024 · Geburek, Anton, Mallik, Neeratyoy, et al. · arXiv (Cornell University)

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

2024 · Watanabe, Shuhei, Mallik, Neeratyoy, et al. · arXiv (Cornell University)

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SupportVectorMachine