Neeratyoy Mallik

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Frank HutterProfessor of Computer Science, University of Freiburg, GermanyVerified email at cs.uni-freiburg.de
Noor AwadPostdoctoral Research Fellow, University of FreiburgVerified email at cs.uni-freiburg.de
Matthias FeurerLMU Munich & Munich Center for Machine LearningVerified email at stat.uni-muenchen.de
Marius LindauerLeibniz University Hannover (Germany), Institute of Artificial Intelligence LUH|AI, L3S ResearchVerified email at ai.uni-hannover.de
Jan N. van RijnLeiden UniversityVerified email at liacs.leidenuniv.nl
Katharina EggenspergerEarly Career Group Leader "AutoML for Science" | University of TübingenVerified email at uni-tuebingen.de
Aaron KleinAWS Research BerlinVerified email at amazon.com
Luigi NardiAssistant Professor in ML at Lund University; Research Scientist at StanfordVerified email at cs.lth.se
Carl HvarfnerPhD Student, Machine Learning, Lund UniversityVerified email at cs.lth.se
André BiedenkappUniversity of FreiburgVerified email at cs.uni-freiburg.de
Carola DoerrCNRS research director (DR) at Sorbonne Université, Paris, FranceVerified email at mpi-inf.mpg.de

Neeratyoy Mallik

PhD student, AutoML Freiburg

Verified email at cs.uni-freiburg.de - Homepage

Machine Learning


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Openml-python: an extensible python api for openml M Feurer, JN Van Rijn, A Kadra, P Gijsbers, N Mallik, S Ravi, A Müller, ... The Journal of Machine Learning Research 22 (1), 4573-4577, 2021	71	2021
DEHB: Evolutionary Hyperband for Scalable, Robust and Efficient Hyperparameter Optimization N Awad, N Mallik, F Hutter Proceedings of the Thirtieth International Joint Conference on Artificial …, 2021	65	2021
HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO K Eggensperger, P Müller, N Mallik, M Feurer, R Sass, A Klein, N Awad, ... NeurIPS 2021 Track Datasets and Benchmarks, 2021	64	2021
Differential Evolution for Neural Architecture Search N Awad, N Mallik, F Hutter Proceedings of the 1st workshop on neural architecture search@ICLR '20, 2020	37	2020
Interactive information crowdsourcing for disaster management using SMS and Twitter: A research prototype A Das, N Mallik, S Bandyopadhyay, SD Bit, J Basak 2016 IEEE International Conference on Pervasive Computing and Communication …, 2016	13	2016
Squirrel: A switching hyperparameter optimizer N Awad, G Shala, D Deng, N Mallik, M Feurer, K Eggensperger, ... arXiv preprint arXiv:2012.08180, 2020	5	2020
Openml-python: an extensible python api for openml. arXiv, 1911.02490, 2019 M Feurer, JN van Rijn, A Kadra, P Gijsbers, N Mallik, S Ravi, A Mueller, ... URL https://arxiv. org/pdf/1911.02490. pdf, 2019	5	2019
PriorBand: HyperBand + Human Expert Knowledge N Mallik, C Hvarfner, D Stoll, M Janowski, E Bergman, M Lindauer, ... Sixth Workshop on Meta-Learning at the Conference on Neural Information …, 2022	2	2022
PriorBand: Practical Hyperparameter Optimization in the Age of Deep Learning N Mallik, E Bergman, C Hvarfner, D Stoll, M Janowski, M Lindauer, ... Thirty-seventh Conference on Neural Information Processing Systems, 2023	1	2023

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