Learning in Graphical Models (Adaptive Computation and Machine Learning)

Probabilistic Graphical Models: Principl

📁 Probabilistic Graphical Models: Principles and Techniques (Adaptive Computation and Machine Learning)

✍ Daphne Koller, Nir Friedman 📂 Library 📅 2009 🏛 The MIT Press 🌐 English

Probabilistic Graphical Models: Principl

📁 Probabilistic Graphical Models: Principles and Techniques (Adaptive Computation and Machine Learning series)

✍ Daphne Koller, Nir Friedman 📂 Library 📅 2009 🏛 The MIT Press 🌐 English

Introduction to Statistical Relational L

📁 Introduction to Statistical Relational Learning (Adaptive Computation and Machine Learning) (Adaptive Computation and Machine Learning Series)

✍ Lise Getoor; Ben Taskar 📂 Library 📅 2007 🏛 MIT Press 🌐 English

Handling inherent uncertainty and exploiting compositional structure are fundamental to understanding and designing large-scale systems. Statistical relational learning builds on ideas from probability theory and statistics to address uncertainty while incorporating tools from logic, databases and p

Deep learning: adaptive computation and

📁 Deep learning: adaptive computation and machine learning

✍ Bengio, Yoshua; Courville, Aaron; Goodfellow, Ian J 📂 Library 📅 2016 🏛 The MIT Press 🌐 English

An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives."Written by three experts in the field, Deep Learning is the only comprehensive book on the subje

Deep learning: adaptive computation and

📁 Deep learning: adaptive computation and machine learning

✍ Bengio, Yoshua; Courville, Aaron; Goodfellow, Ian J 📂 Library 📅 2016 🏛 The MIT Press 🌐 English

An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives."Written by three experts in the field, Deep Learning is the only comprehensive book on the subje

Deep Learning: Adaptive Computation and

📁 Deep Learning: Adaptive Computation and Machine Learning

✍ Ian Goodfellow and Yoshua Bengio and Aaron Courville 📂 Library 📅 2016 🏛 The MIT Press 🌐 English