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Christian Igel

Remember to correct the bias when using deep learning for regression!

Mar 30, 2022
Christian Igel, Stefan Oehmcke

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* 8 pages, 3 figures, 2 tables

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A Brief Overview of Unsupervised Neural Speech Representation Learning

Mar 01, 2022
Lasse Borgholt, Jakob Drachmann Havtorn, Joakim Edin, Lars Maaløe, Christian Igel

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* The 2nd Workshop on Self-supervised Learning for Audio and Speech Processing (SAS) at AAAI

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Do We Still Need Automatic Speech Recognition for Spoken Language Understanding?

Nov 29, 2021
Lasse Borgholt, Jakob Drachmann Havtorn, Mostafa Abdou, Joakim Edin, Lars Maaløe, Anders Søgaard, Christian Igel

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* Under review as a conference paper at ICASSP 2022

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Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote

Jun 25, 2021
Yi-Shan Wu, Andrés R. Masegosa, Stephan S. Lorenzen, Christian Igel, Yevgeny Seldin

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* arXiv admin note: text overlap with arXiv:2007.13532

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