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Séries : livres de la série Adaptive Computation and Machine Learning series
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Foundations of Machine Learning, second edition
Mehryar Mohri, Afshin Rostamizadeh, Ameet Talwalkar
- Ebook | Anglais | Adaptive Computation and Machine Learning series
- A new edition of a graduate-level machine learning textbook that focuses on the analysis and theory of algorithms. This book is a general introduction... Savoir plus
88,71 €88,71 € -
Learning Theory from First Principles
Francis Bach
- Ebook | Anglais | Adaptive Computation and Machine Learning series
- A comprehensive and cutting-edge introduction to the foundations and modern applications of learning theory. Research has exploded in the field of mac... Savoir plus
78,85 €78,85 € -
Machine Learning from Weak Supervision
Masashi Sugiyama, Han Bao, Takashi Ishida, Nan Lu, Tomoya Sakai
- Ebook | Anglais | Adaptive Computation and Machine Learning series
- Fundamental theory and practical algorithms of weakly supervised classification, emphasizing an approach based on empirical risk minimization. Standar... Savoir plus
64,07 €64,07 € -
Probabilistic Machine Learning
Kevin P. Murphy
- Ebook | Anglais | Adaptive Computation and Machine Learning series
- An advanced book for researchers and graduate students working in machine learning and statistics who want to learn about deep learning, Bayesian infe... Savoir plus
147,86 €147,86 € -
Probabilistic Machine Learning
Kevin P. Murphy
- Ebook | Anglais | Adaptive Computation and Machine Learning series
- A detailed and up-to-date introduction to machine learning, presented through the unifying lens of probabilistic modeling and Bayesian decision theory... Savoir plus
123,21 €123,21 € -
Fairness and Machine Learning
Solon Barocas, Moritz Hardt, Arvind Narayanan
- Ebook | Anglais | Adaptive Computation and Machine Learning series
- An introduction to the intellectual foundations and practical utility of the recent work on fairness and machine learning. Fairness and Machine Learni... Savoir plus
64,07 €64,07 € -
Learning in Graphical Models
- Livre broché | Adaptive Computation and Machine Learning series
- Presents an exploration of issues related to learning within the graphical model formalism. This text covers topics such as: inference for Bayesian ne... Savoir plus
22,45 €22,45 € -
Veridical Data Science
Bin Yu, Rebecca L. Barter
- Ebook | Anglais | Adaptive Computation and Machine Learning series
- Using real-world data case studies, this innovative and accessible textbook introduces an actionable framework for conducting trustworthy data science... Savoir plus
78,85 €78,85 € -
Reinforcement Learning, second edition
Richard S. Sutton, Andrew G. Barto
- Ebook | Anglais | Adaptive Computation and Machine Learning series
- The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificia... Savoir plus
108,44 €108,44 € -
Deep Learning
Ian Goodfellow, Yoshua Bengio, Aaron Courville
- Ebook | Anglais | Adaptive Computation and Machine Learning series
- An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industr... Savoir plus
98,57 €98,57 € -
Introduction to Online Convex Optimization, second edition
Elad Hazan
- Ebook | Anglais | Adaptive Computation and Machine Learning series
- New edition of a graduate-level textbook on that focuses on online convex optimization, a machine learning framework that views optimization as a proc... Savoir plus
59,14 €59,14 € -
Elements of Causal Inference
Jonas Peters, Dominik Janzing, Bernhard Scholkopf
- Ebook | Anglais | Adaptive Computation and Machine Learning series
- A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning. The mathematization of cau... Savoir plus
44,36 €44,36 € -
Foundations of Computer Vision
Antonio Torralba, Phillip Isola, William T. Freeman
- Ebook | Anglais | Adaptive Computation and Machine Learning series
- An accessible, authoritative, and up-to-date computer vision textbook offering a comprehensive introduction to the foundations of the field that incor... Savoir plus
93,65 €93,65 € -
Foundations of Machine Learning
Mehryar (New York University) Mohri, Afshin (Google, Inc.) Rostamizadeh, Ameet (University of California, Berkeley) Talwalkar
- Livre relié | Adaptive Computation and Machine Learning series
- Fundamental topics in machine learning are presented along with theoretical and conceptual tools for the discussion and proof of algorithms. Savoir plus
97,95 €97,95 € -
Knowledge Graphs
Mayank Kejriwal, Craig A. Knoblock, Pedro Szekely
- Ebook | Anglais | Adaptive Computation and Machine Learning series
- A rigorous and comprehensive textbook covering the major approaches to knowledge graphs, an active and interdisciplinary area within artificial intell... Savoir plus
54,21 €54,21 €
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