Neeratyoy Mallik

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Frank HutterELLIS Institute Tübingen & Professor, University of Freiburg, GermanyE-mailová adresa ověřena na: cs.uni-freiburg.de
Noor AwadPostdoctoral Research Fellow, University of FreiburgE-mailová adresa ověřena na: cs.uni-freiburg.de
Matthias FeurerLMU MunichE-mailová adresa ověřena na: stat.uni-muenchen.de
Marius LindauerLeibniz University Hannover (Germany), Institute of Artificial Intelligence LUH|AI, L3S ResearchE-mailová adresa ověřena na: ai.uni-hannover.de
Katharina EggenspergerEarly Career Group Leader "AutoML for Science" | University of TübingenE-mailová adresa ověřena na: uni-tuebingen.de
Aaron KleinScaDS.AIE-mailová adresa ověřena na: amazon.com
Luigi NardiAssociate Professor in Machine Learning at Lund UniversityE-mailová adresa ověřena na: cs.lth.se
Carl HvarfnerPhD Student, Machine Learning, Lund UniversityE-mailová adresa ověřena na: cs.lth.se
Herilalaina RakotoarisonUniversity of FreiburgE-mailová adresa ověřena na: cs.uni-freiburg.de
Steven AdriaensenInterim Professor, Albert-Ludwigs-Universität FreiburgE-mailová adresa ověřena na: informatik.uni-freiburg.de
André BiedenkappUniversity of FreiburgE-mailová adresa ověřena na: cs.uni-freiburg.de

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Neeratyoy Mallik

PhD student, AutoML Freiburg

E-mailová adresa ověřena na: cs.uni-freiburg.de - Domovská stránka

Machine Learning


Název Seřadit podle citací Seřadit podle roku Seřadit podle názvu	Citace Citace	Rok
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	115	2021
Openml-python: an extensible python api for openml M Feurer, JN Van Rijn, A Kadra, P Gijsbers, N Mallik, S Ravi, A Müller, ... Journal of Machine Learning Research 22 (100), 1-5, 2021	111	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	108	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	46	2020
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	22	2023
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	14	2016
In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization H Rakotoarison, S Adriaensen, N Mallik, S Garibov, E Bergman, F Hutter Forty-first International Conference on Machine Learning, 2024	8	2024
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
Warmstarting for Scaling Language Models N Mallik, M Janowski, J Hog, H Rakotoarison, A Klein, J Grabocka, ... Adaptive Foundation Models: Evolving AI for Personalized and Efficient …, 2024		2024
LMEMs for post-hoc analysis of HPO Benchmarking A Geburek, N Mallik, D Stoll, X Bouthillier, F Hutter AutoML Conference 2024 (Workshop Track), 2024		2024
Fast Benchmarking of Asynchronous Multi-Fidelity Optimization on Zero-Cost Benchmarks S Watanabe, N Mallik, E Bergman, F Hutter AutoML Conference 2024 (ABCD Track), 2024		2024

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