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Prabhant Singh
Prabhant Singh
Verified email at tue.nl - Homepage
Title
Cited by
Cited by
Year
Online automl: An adaptive automl framework for online learning
B Celik, P Singh, J Vanschoren
Machine Learning 112 (6), 1897-1921, 2023
212023
A study of the learning progress in neural architecture search techniques
P Singh, T Jacobs, S Nicolas, M Schmidt
arXiv preprint arXiv:1906.07590, 2019
62019
Automated imbalanced learning
P Singh, J Vanschoren
arXiv preprint arXiv:2211.00376, 2022
32022
Faster performance estimation for nas with embedding proximity score
G Franken, P Singh, J Vanschoren
ECMLPKDD Workshop on Meta-Knowledge Transfer, 51-61, 2022
12022
Meta-Learning for Unsupervised Outlier Detection with Optimal Transport
P Singh, J Vanschoren
arXiv preprint arXiv:2211.00372, 2022
12022
Applications of Optimal Transport Distances in Unsupervised AutoML
P Singh, J Vanschoren
NeurIPS 2023 Workshop Optimal Transport and Machine Learning, 2023
2023
AutoML for outlier detection with optimal transport distances
P Singh, J Vanschoren
Proceedings of the Thirty-Second International Joint Conference on …, 2023
2023
Better clustering evaluation for the OpenML Evaluation Engine
J Vanschoren, P Gijsbers, P Singh
2022
EmProx: Neural Network Performance Estimation For Neural Architecture Search
GGH Franken, P Singh, J Vanschoren
arXiv preprint arXiv:2206.05972, 2022
2022
Analysis of Efficient Neural Architecture Search via Parameter Sharing
P Singh
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