Variational Methods for Machine Learning with Applications to Deep Networks
Cinelli, Lucas Pinheiro; Marins, Matheus Araújo; Barros Da Silva, Eduardo Antônio; Netto, Sérgio Lima
Langue : anglais
Edité par Springer, 2021
- Livre relié
- Neuf
Vendeur : PBShop.store UK, Fairford, GLOS, Royaume-UniPBShop.store UK
Vendeur AbeBooks depuis 11 juin 1999
Etat: Neuf
EUR 94,52
Quantité disponible : 1 disponible
Ajouter au panierA propos de cet article
New Book. Shipped from UK. Established seller since 2000.
N° de réf. du vendeur GB-9783030706784
- Titre
- Variational Methods for Machine Learning with Applications to Deep Networks
- Auteur
- Cinelli, Lucas Pinheiro; Marins, Matheus Araújo; Barros Da Silva, Eduardo Antônio; Netto, Sérgio Lima
- Éditeur
- Springer
- Année de publication
- 2021
- État de l'article
- New
- Reliure
- HRD
- Langue
- anglais
- ISBN à 10 chiffres
- 3030706788
- ISBN à 13 chiffres
- 9783030706784
- Poids de l'article
- 422 grammes
- Offers a concise self-contained resource, covering the basic concepts to the algorithms for Bayesian Deep Learning;
- Presents Statistical Inference concepts, offering a set of elucidative examples, practical aspects, and pseudo-codes;
- Every chapter includes hands-on examples and exercises and a website features lecture slides, additional examples, and other support material.
« Synopsis » peut appartenir à une autre édition de cet ouvrage.
À propos de l’auteur
Lucas P. Cinelli was born in Rio de Janeiro, Brazil. He received the Electronics and Computer Engineering degree from the Universidade Federal do Rio de Janeiro (UFRJ), as well as the Engineering degree with major in Electronic Systems, Networks & Images from the Grande École Supélec, in France, due to his academic exchange in 2014-2016. During this period, he also received the Master's degree in Microtechnologies, Architecture, Communication Networks and Systems from Supélec/INSA-Rennes. In 2019, he received the M.Sc. degree in Electrical Engineering from COPPE/UFRJ, for his dissertation on variational methods for machine learning and is currently pursuing his Ph.D. degree at the same institution. His research on anomaly detection in videos with deep learning alongside his colleagues has led to publications on ICIP 2018 and a Brazilian conference (SBrT) in 2017.
Matheus A. Marins was born in Rio de Janeiro, Brazil. He received the Electronics and Computer Engineering degree from the Universidade Federal do Rio de Janeiro (UFRJ), in 2016, having done a one-year exchange program at Illinois Institute of Technology (IIT), in the Computer Engineering course. He received the M.Sc. degree in Electrical Engineering from COPPE/UFRJ in 2018, being awarded with a scholarship for his academic performance by the Rio de Janeiro State government. Currently, he is pursuing his Ph.D. degree at the same institution and has shifted his research towards modern Bayesian methods applied to Machine Learning. So far, his research has been focused on Machine Learning, especially on condition-based models to identify and prevent failures on physical systems, which resulted on two international journals (2017 and 2020) and on a Brazilian conference paper (SBrT).Eduardo A. B. da Silva was born in Rio de Janeiro, Brazil. He received the Electronics Engineering degree from Instituto Militar de Engenharia (IME), Brazil, in 1984, the M.Sc. degree in Electrical Engineering from Universidade Federal do Rio de Janeiro (COPPE/UFRJ) in 1990, and the Ph.D. degree in Electronics from the University of Essex, England, in 1995. He is a professor at Universidade Federal do Rio de Janeiro since 1989. He is co-author of the book "Digital Signal Processing - System Analysis and Design", published by Cambridge University Press. He published more than 70 papers in international journals. His research interests lie in the fields of signal and image processing, signal compression, 3D videos, computer vision, light fields and machine learning, together with its applications to telecommunications and the oil and gas industry. He is co-editor of the future standard ISO/IEC CD 21794-2, JPEG Pleno Plenoptic image coding system, and is currently Requirements Vice Chair of JPEG.
Sergio L. Netto was born in Rio de Janeiro, Brazil. He received the B.Sc. (cum laude) degree from the Universidade Federal do Rio de Janeiro (UFRJ), Brazil, in 1991, the M.Sc. degree from COPPE/UFRJ in 1992, and the Ph.D. degree from the University of Victoria, BC, Canada, in 1996, all in electrical engineering. Since 1997, he has been with the Department of Electronics and Computer Engineering, Poli/UFRJ, and since 1998, he has been with the Program of Electrical Engineering, COPPE/UFRJ. He is the Co-Author (with P. S. R. Diniz and E. A. B. da Silva) of Digital Signal Processing: System Analysis and Design (Cambridge University Press, 2nd edition, 2010), which has also been translated to Chinese and Portuguese. His research and teaching interests lie in the areas of digital signal processing, speech processing, information theory, and computer vision. Prof. Netto received the 2006 Guillemin-Cauer award from the IEEE Circuits and Systems Society for the best paper published in the year of 2005 in the IEEE Trans. Circuits and Systems, Part I: Regular Papers.
« A propos de ce titre » peut appartenir à une autre édition de cet ouvrage.
PBShop.store UK
Fairford, GLOS, Royaume-Uni
Vendeur AbeBooks depuis 11 juin 1999
Frais d'expédition de Royaume-Uni vers Etats-Unis
| Article | 10 à 20 jours ouvrés | 10 à 20 jours ouvrés |
|---|---|---|
| Premier article | EUR 4,92 | EUR 4,92 |
Modes de paiement
Description de la boutique
**Please note our transit times are from the date of dispatch.** We first started out as “The Paperback Exchange,” a chain of physical bookstores where we would part exchange your beloved books for new stories to transport you to faraway places. However, as shopping started to evolve to online shops and marketplaces, we bid our stores goodbye to become “PBShop.” This transition has only allowed us to blossom as we now ship thousands of titles to book lovers across the globe. We pride ourselves in being a community of local book lovers which allows our passion and devotion to shine in everything we do. In 2020 we not only celebrated our 20th birthday but our 1st birthday as being completely employee owned after becoming an E.O.T in September 2019. We are proud to be different and embrace standing apart on a book mountain by working from a virtual inventory which allows us to provide thousands of books that may be difficult to get for your bookshelf or your studies. Working with a number of different suppliers allows us to explore other avenues such as puzzles, sheet music and even stationery so we really do have something for everyone. Life is about being versatile in all realms of existence. If this is your first purchase with us, or you are a returning customer, we would like to welcome you to the PBShop family, for there is no friend as loyal as a book. We are a company who put our customers at the centre of everything we do as we understand the importance of reading because once you learn to read, you will forever be free. There are a whole lot of things in this world of ours that we are yet to explore, which is why we will forever inspire curious minds.…
Spécialité
Hardbacks, PaperbacksProfil professionnel du vendeur
Pbshop.co.uk
Unit 22 Horcott Industrial Estate, Horcott Road
Fairford, Royaume-Uni GL7 4BX
Conditions de vente
Returns Policy
We ask all customers to contact us for authorisation should they wish to return their order. Orders returned without authorisation may not be credited.
If you wish to return, please contact us within 14 days of receiving your order to obtain authorisation.
Returns requested beyond this time will not be authorised.
Our team will provide full instructions on how to return your order and once received our returns department will process your refund.
Please note the cost to return any unwanted order to us is borne by the buyer.
Should your order arrive damaged, not as advertised or faulty, we must be advised of this within 14 days of delivery. Please contact us so we can find the best solution for you.
Our Customer Care Team can be contacted by emailing alborders@paperbackshop.co.uk, or by calling our UK Office on +441285 712 917. We are available 9:00am till 5:30pm GMT Monday to Friday.
Droit de rétractation
Si vous êtes un consommateur, vous pouvez exercer votre droit de rétractation sur le contrat conformément à ce qui suit. Le mot « consommateur » désigne toute personne physique agissant à des fins qui n'entrent pas dans le cadre de son activité commerciale, artisanale ou professionnelle.
Informations concernant le droit de rétractation
Droit statutaire de rétractation
Vous avez le droit d'exercer votre droit de rétractation sur ce contrat dans les 14 jours sans donner de raison.
Le délai de rétractation expirera au bout de 14 jours à compter du jour où vous-même, ou un tiers autre que le transporteur et désigné par vous, prendrez physiquement possession de la dernière marchandise, du dernier lot ou de la dernière pièce.
Pour exercer votre droit de rétractation, remplissez électroniquement et envoyez une déclaration claire sur notre site Web, sous « Vos achats » dans « Votre compte ». Nous vous communiquerons sans délai un accusé de réception de cette rétractation sur un support durable (par exemple, par e-mail).
Pour respecter le délai de rétractation, il vous suffit d'envoyer votre message concernant l'exercice de votre droit de rétractation avant l'expiration du délai de rétractation.
Effets de la rétractation
Si vous exercez votre droit de rétractation sur ce contrat, nous vous rembourserons tous les paiements que vous avez effectués, y compris les frais de livraison (à l'exception des frais supplémentaires résultant du choix d'un mode de livraison autre que le type de livraison standard le moins cher que nous proposons).
Nous pouvons déduire du remboursement la perte de valeur de toute marchandise livrée, si la perte est le résultat d'une manipulation inutile de votre part.
Nous effectuerons le remboursement dans les meilleurs délais, et au plus tard 14 jours après le jour où nous aurons été informés de votre décision d'exercer votre droit de rétractation sur ce contrat.
Nous effectuerons le remboursement en utilisant le même moyen de paiement que celui que vous avez utilisé pour la transaction initiale, sauf si vous en avez expressément convenu autrement ; en tout état de cause, aucuns frais ne vous seront facturés à la suite d'un tel remboursement.
Nous pouvons suspendre le remboursement jusqu'à ce que nous ayons reçu les marchandises ou que vous ayez fourni la preuve que vous avez renvoyé les marchandises, en fonction de la première éventualité.
Vous devez renvoyer les marchandises ou les remettre à PBShop.store UK, Fairford, United Kingdom, +44 1285 712917, sans retard injustifié et, en tout état de cause, au plus tard 14 jours à compter du jour où vous nous avez communiqué votre décision de rétractation du présent contrat. Le délai est respecté si vous renvoyez les marchandises avant l'expiration du délai de 14 jours. Vous devrez prendre en charge les frais directs du renvoi des marchandises. Vous n'êtes responsable que de toute diminution de valeur des marchandises résultant d'une manipulation autre que celle nécessaire pour établir la nature, les caractéristiques et le fonctionnement des marchandises.
Exceptions au droit de rétractation
Le droit de rétractation ne s'applique pas à ce qui suit :
- Distribution de journaux, de revues ou de magazines, à l'exception des contrats d'abonnement ; et
- Fourniture d'un contenu numérique qui n'est pas fourni sur un support matériel (par exemple, sur un CD ou un DVD) si vous avez accepté, lors de votre commande, que nous puissions commencer à le livrer et que vous ne puissiez pas exercer votre droit de rétractation une fois la livraison commencée.
Conditions d'expédition
Orders are shipped from our UK warehouse. Delivery thereafter is between 4 and 14 business days. Please contact us if you have any queries about our services or products.