2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP)
Latest Publications

TOTAL DOCUMENTS

100

(FIVE YEARS 100)

H-INDEX

3

(FIVE YEARS 3)

Published By IEEE

9781728108247

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Insights Into The Behaviour Of Multi-Task Deep Neural Networks For Medical Image Segmentation

2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2019.8918753 ◽

2019 ◽

Author(s):

Lukasz T. Bienias ◽

Juanjo R. Guillamon ◽

Line H. Nielsen ◽

Tommy S. Alstrom

Keyword(s):

Neural Networks ◽

Image Segmentation ◽

Medical Image ◽

Deep Neural Networks ◽

Medical Image Segmentation

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A Neural Network Model of Spatial Distortion Sensitivity for Video Quality Estimation

2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2019.8918899 ◽

2019 ◽

Author(s):

Soren Becker ◽

Klaus-Robert Muller ◽

Thomas Wiegand ◽

Sebastian Bosse

Keyword(s):

Neural Network ◽

Network Model ◽

Neural Network Model ◽

Video Quality ◽

Quality Estimation ◽

Spatial Distortion

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Generative Models For Low-Rank Video Representation And Reconstruction From Compressive Measurements

2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2019.8918839 ◽

2019 ◽

Author(s):

Rakib Hyder ◽

M. Salman Asif

Keyword(s):

Generative Models ◽

Low Rank ◽

Video Representation

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Privacy-Aware Distributed Graph-Based Semi-Supervised Learning

2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2019.8918797 ◽

2019 ◽

Author(s):

Basak Guler ◽

A. Salman Avestimehr ◽

Antonio Ortega

Keyword(s):

Supervised Learning

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Preventing Poisoning Attacks On AI Based Threat Intelligence Systems

2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2019.8918803 ◽

2019 ◽

Author(s):

Nitika Khurana ◽

Sudip Mittal ◽

Aritran Piplai ◽

Anupam Joshi

Keyword(s):

Threat Intelligence

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Robust Bayesian Transfer Learning Between Kalman Filters

2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2019.8918783 ◽

2019 ◽

Author(s):

Milan Papez ◽

Anthony Quinn

Keyword(s):

Transfer Learning ◽

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Asymptotics of Maximum Likelihood Parameter Estimates For Gaussian Processes: The Ornstein–Uhlenbeck Prior

2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2019.8918767 ◽

2019 ◽

Author(s):

Toni Karvonen ◽

Filip Tronarp ◽

Simo Sarkka

Keyword(s):

Maximum Likelihood ◽

Gaussian Processes ◽

Parameter Estimates

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The Friendship Paradox: Implications In Statistical Inference Of Social Networks

2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2019.8918848 ◽

2019 ◽

Author(s):

Buddhika Nettasinghe ◽

Vikram Krishnamurthy

Keyword(s):

Social Networks ◽

Statistical Inference

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Kalman Filter Changepoint Detection and Trend Characterization

2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2019.8918763 ◽

2019 ◽

Author(s):

Scott Kuzdeba ◽

Brandon Hombs ◽

Jeremy D. Greenlee ◽

Frank H. Guenther

Keyword(s):

Kalman Filter ◽

Changepoint Detection

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Multi-Step Chord Sequence Prediction Based On Aggregated Multi-Scale Encoder-Decoder Networks

2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2019.8918813 ◽

2019 ◽

Author(s):

Tristan Carsault ◽

Andrew McLeod ◽

Philippe Esling ◽

Jerome Nika ◽

Eita Nakamura ◽

...

Keyword(s):

Sequence Prediction ◽

Multi Scale ◽

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