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Oliver Y. Chen
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20
Enhancing Uncertain Demand Prediction in Hospitals Using Simple and Advanced Machine Learning
29 April 2024 by
Annie Hu
and
others
Machine Learning
,
Applications
Statistical Quantile Learning for Large, Nonlinear, and Additive Latent Variable Models
29 December 2023 by
Julien Bodelet
and
others
at
University of Geneva
Methodology
L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep Staging
25 January 2023 by
Huy Phan
and
others
Signal Processing
,
Machine Learning
Uniting Machine Intelligence, Brain and Behavioural Sciences to Assist Criminal Justice
25 September 2022 by
Oliver Chen
Computers and Society
,
Applications
Personalized Longitudinal Assessment of Multiple Sclerosis Using Smartphones
20 September 2022 by
Oliver Chen
and
others
Methodology
,
Applications
SleepTransformer: Automatic Sleep Staging with Interpretability and Uncertainty Quantification
10 July 2021 by
Huy Phan
and
others
Machine Learning
,
Signal Processing
Multi-view Audio and Music Classification
3 March 2021 by
Huy Phan
and
others
Sound
,
Machine Learning
Self-Attention Generative Adversarial Network for Speech Enhancement
18 November 2020 by
Huy Phan
and
others
Sound
,
Machine Learning
XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging
17 July 2020 by
Huy Phan
and
others
Signal Processing
,
Machine Learning
Improving GANs for Speech Enhancement
4 July 2020 by
Huy Phan
and
others
Machine Learning
,
Sound
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning
12 June 2020 by
Huy Phan
and
others
Machine Learning
,
Signal Processing
Personalized Automatic Sleep Staging with Single-Night Data: a Pilot Study with KL-Divergence Regularization
11 May 2020 by
Huy Phan
and
others
Machine Learning
Thou Shalt Not Reject the P-value
20 February 2020 by
Oliver Chen
and
others
Methodology
Spatio-Temporal Attention Pooling for Audio Scene Classification
28 June 2019 by
Huy Phan
and
others
Sound
,
Machine Learning
Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch
18 June 2019 by
Huy Phan
and
others
Machine Learning
Beyond Equal-Length Snippets: How Long is Sufficient to Recognize an Audio Scene?
8 May 2019 by
Huy Phan
and
others
Sound
,
Machine Learning
Unifying Isolated and Overlapping Audio Event Detection with Multi-Label Multi-Task Convolutional Recurrent Neural Networks
18 February 2019 by
Huy Phan
and
others
Machine Learning
,
Sound
SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging
1 October 2018 by
Huy Phan
and
others
Machine Learning
,
Signal Processing
Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification
4 September 2018 by
Huy Phan
and
others
Machine Learning
High-dimensional Multivariate Mediation: with Application to Neuroimaging Data
5 September 2016 by
Oliver Chen
and
others
Methodology
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Topics
Machine Learning
Sound
Audio and Speech Processing
Methodology
Signal Processing
Applications
Computers and Society