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Alberto N. Escalante-B.
Alberto N. Escalante-B.
Research Assistant, Ruhr-University Bochum
Verified email at ini.rub.de - Homepage
Title
Cited by
Cited by
Year
How to solve classification and regression problems on high-dimensional data with a supervised extension of slow feature analysis
AN Escalante-B., L Wiskott
The Journal of Machine Learning Research 14 (1), 3683-3719, 2013
392013
A privacy-protecting multi-coupon scheme with stronger protection against splitting
L Chen, AN Escalante-B., H Löhr, M Manulis, AR Sadeghi
Financial Cryptography and Data Security, 29-44, 2007
352007
Secure multi-coupons for federated environments: privacy-preserving and customer-friendly
F Armknecht, AN Escalante-B., H Löhr, M Manulis, AR Sadeghi
Information Security Practice and Experience, 29-44, 2008
202008
Slow feature analysis: Perspectives for technical applications of a versatile learning algorithm
L Wiskott
KI-Künstliche Intelligenz 26 (4), 341-348, 2012
142012
Improved graph-based SFA: Information preservation complements the slowness principle
AN Escalante-B, L Wiskott
Machine Learning, 1-39, 2019
11*2019
Measuring the data efficiency of deep learning methods
HD Hlynsson, L Wiskott
arXiv preprint arXiv:1907.02549, 2019
102019
Theoretical Analysis of the Optimal Free Responses of Graph-Based SFA for the Design of Training Graphs
AN Escalante-B., L Wiskott
Journal of Machine Learning Research 17 (157), 1-36, 2016
10*2016
Gender and age estimation from synthetic face images
AN Escalante B, L Wiskott
International conference on information processing and management of …, 2010
102010
Heuristic evaluation of expansions for non-linear hierarchical slow feature analysis
AN Escalante-b, L Wiskott
2011 10th International Conference on Machine Learning and Applications and …, 2011
92011
Clcnet: Deep learning-based noise reduction for hearing aids using complex linear coding
H Schröter, T Rosenkranz, AN Escalante-B, M Aubreville, A Maier
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
82020
A non-sequential unsplittable privacy-protecting multi-coupon scheme
AN Escalante B, H Löhr, AR Sadeghi
Informatik 2007–Informatik trifft Logistik–Band 2, 2007
82007
DeepFilterNet: A low complexity speech enhancement framework for full-band audio based on deep filtering
H Schroter, AN Escalante-B, T Rosenkranz, A Maier
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
72022
Privacy-protecting multi-coupon schemes with stronger protection against splitting
AN Escalante
Master's Thesis. Department of Computer Science, Saarland University, 2008
42008
Lightweight Online Noise Reduction on Embedded Devices using Hierarchical Recurrent Neural Networks
H Schröter, T Rosenkranz, P Zobel, A Maier
arXiv preprint arXiv:2006.13067, 2020
32020
LACOPE: Latency-Constrained Pitch Estimation for Speech Enhancement.
H Schröter, T Rosenkranz, AN Escalante-B, AK Maier
Interspeech, 656-660, 2021
12021
Extensions of Hierarchical Slow Feature Analysis for Efficient Classification and Regression on High-Dimensional Data
AN Escalante-B.
Ruhr University Bochum, 2017
2017
Improved graph-based SFA: Information preservation complements the slowness principle
AN Escalante-B., L Wiskott
arXiv preprint arXiv:1601.03945, 2016
2016
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