research
∙
03/29/2019
SysML: The New Frontier of Machine Learning Systems
Machine learning (ML) techniques are enjoying rapidly increasing adoptio...
share
research
∙
02/27/2019
TensorFlow Eager: A Multi-Stage, Python-Embedded DSL for Machine Learning
TensorFlow Eager is a multi-stage, Python-embedded domain-specific langu...
research
∙
01/16/2019
TensorFlow.js: Machine Learning for the Web and Beyond
TensorFlow.js is a library for building and executing machine learning a...
research
∙
05/04/2018
Dynamic Control Flow in Large-Scale Machine Learning
Many recent machine learning models rely on fine-grained dynamic control...
research
∙
04/04/2016
Revisiting Distributed Synchronous SGD
Distributed training of deep learning models on large-scale training dat...
research
∙
03/14/2016
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
TensorFlow is an interface for expressing machine learning algorithms, a...
research
∙
03/31/2015
Beyond Short Snippets: Deep Networks for Video Classification
Convolutional neural networks (CNNs) have been extensively applied for i...
research
∙
12/23/2014
Deep Networks With Large Output Spaces
Deep neural networks have been extremely successful at various image, sp...
research
∙
12/29/2011