Tous les livres numériques de la collection "The Springer Series on Challenges in Machine Learning" - Springer

6 Livre(s)
Télécharger le livre : The NeurIPS '18 Competition
The NeurIPS '18 Competition
Sergio Escalera , Ralf Herbrich
This volume presents the results of the Neural Information Processing Systems Competition track  at the 2018 NeurIPS conference.  The competition follows the same format as the 2017 competition track for NIPS. Out of 21 submitted proposals, eight...

Editeur : Springer
Parution : 2019-11-29
Collection : The Springer Series on Challenges in Machine Learning PDF, ePub

52,74 €
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Télécharger le livre : Cause Effect Pairs in Machine Learning
Cause Effect Pairs in Machine Learning
Berna Bakir Batu , Isabelle Guyon , Alexander Statnikov
This book presents ground-breaking advances in the domain of causal structure learning. The problem of distinguishing cause from effect (“Does altitude cause a change in atmospheric pressure, or vice versa?”) is here cast as a binary classification problem, to...

Editeur : Springer
Parution : 2019-10-22
Collection : The Springer Series on Challenges in Machine Learning PDF, ePub

94,94 €
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Télécharger le livre : Automated Machine Learning
Automated Machine Learning
Frank Hutter , Lars Kotthoff , Joaquin Vanschoren
This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The...

Editeur : Springer
Parution : 2019-05-17
Collection : The Springer Series on Challenges in Machine Learning PDF, ePub

Gratuit
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Télécharger le livre : Explainable and Interpretable Models in Computer Vision and Machine Learning
Explainable and Interpretable Models in Computer Vision and Machine Learning
Collectif
This book compiles leading research on the development of explainable and interpretable machine learning methods in the context of computer vision and machine learning. Research progress in computer vision and pattern recognition has led to a variety of modeling...

Editeur : Springer
Parution : 2018-11-29
Collection : The Springer Series on Challenges in Machine Learning PDF, ePub

147,69 €
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Télécharger le livre : Gesture Recognition
Gesture Recognition
Vassilis Athitsos , Sergio Escalera , Isabelle Guyon
This book presents a selection of chapters, written by leading international researchers, related to the automatic analysis of gestures from still images and multi-modal RGB-Depth image sequences. It offers a comprehensive review of vision-based approaches for...

Editeur : Springer
Parution : 2017-07-19
Collection : The Springer Series on Challenges in Machine Learning PDF, ePub

147,69 €
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Télécharger le livre : Neural Connectomics Challenge
Neural Connectomics Challenge
Collectif
This book illustrates the thrust of the scientific community to use machine learning concepts for tackling a complex problem: given time series of neuronal spontaneous activity, which is the underlying connectivity between the neurons in the network? The contributing...

Editeur : Springer
Parution : 2017-05-04
Collection : The Springer Series on Challenges in Machine Learning PDF, ePub

94,94 €
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