TY - BOOK AU - Goodfellow Lan AU - Bangio, Yoshua AU - Courville Aaron TI - Deep Learning T2 - Adaptive Computation and Machine Learning series SN - 978-0262035613 U1 - 006.31 PY - 2016/// CY - Cambridge PB - MIT Press KW - Linear Algebra KW - Probability and Information Theory KW - Numerical Computation KW - Machine Learning Basics KW - Deep Feedforward Networks KW - Regularization for Deep Learning KW - Optimization for Training Deep Models KW - Convolutional Networks KW - Sequence Modeling: Recurrent and Recursive Nets KW - Practical Methodology KW - Linear Factor Models KW - Autoencoders KW - Representation Learning KW - Structured Probabilistic Models for Deep Learning KW - Monte Carlo Methods KW - Confronting the Partition Function KW - Approximate Inference KW - Deep Generative Models ER -