Latte: A Language, Compiler, and Runtime for Elegant and Efficient Deep Neural Networks Leonard Truong Rajkishore Barik

Source URL: thev.net

• Artificial neural networks
• Machine learning
• Applied mathematics
• Cybernetics
• Artificial neuron
• Backpropagation
• Recurrent neural network
• Deep learning
• Multilayer perceptron
• Neuron
• Neural network
• Perceptron

Concolic Testing for Deep Neural Networks

Source URL: qav.comlab.ox.ac.uk

SPNs:  Network  Reconstruction  Theory and  Speedup  Using  Neural  Networks   Balaji  Prabhakar  and  Mendel  Rosenblum Self-­‐Programming  Networks  Research  Group Stanf

Source URL: platformlab.stanford.edu

• Network performance
• Abstract data types
• Operations research
• Concurrency control
• Monitor
• Queueing theory
• Queue
• Statistical theory
• Probability and statistics
• Economy

This Talk § 1) Node embeddings § Map nodes to low-dimensional embeddings. § 2) Graph neural networks

Source URL: snap.stanford.edu

• Mathematics
• Algebra
• Topology
• Machine learning
• Artificial neural networks
• Feature learning
• Embedding
• Deep learning
• Proj construction
• Kernel embedding of distributions

Towards Reverse-Engineering Black-Box Neural Networks Seong Joon Oh Max Augustin Bernt Schiele

Source URL: vision.soic.indiana.edu

Deep-Learning: general principles + Convolutional Neural Networks Pr. Fabien Moutarde Center for Robotics MINES ParisTech

Source URL: perso.mines-paristech.fr

NLP Programming Tutorial 7 – Neural Networks NLP Programming Tutorial 7 Neural Networks Graham Neubig Nara Institute of Science and Technology (NAIST)

Source URL: www.phontron.com

A PDE APPROACH TO REGULARIZATION IN DEEP LEARNING ADAM OBERMAN JOINT WORK WITH CHAUDHARI, OSHER, SOATTO AND CARLIER The fundamental tool for training deep neural networks is Stochastic Gradient

Source URL: cmx.caltech.edu

Gated Feedback Recurrent Neural Networks arXiv:1502.02367v4 [cs.NE] 17 Jun 2015 Junyoung Chung Caglar Gulcehre

Source URL: arxiv.org

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, VOL. 23, NO. 11, NOVEMBERSemisupervised Classification With Cluster Regularization

Source URL: staff.ustc.edu.cn