List of works - Jeff Dean

A guide to deep learning in healthcare

scientific article published on 07 January 2019

An augmented reality microscope with real-time artificial intelligence integration for cancer diagnosis

scientific article published on 12 August 2019

Author Correction: A graph placement methodology for fast chip design

correction of a scholarly article

Automatically Charting Symptoms From Patient-Physician Conversations Using Machine Learning

scientific article published on 01 June 2019

Bigtable: A Distributed Storage System for Structured Data

article published in 2008

Build and train machine learning models on our new Google Cloud TPUs ⬇️

webpage published in 2017

Call graph construction in object-oriented languages

scientific article (publication date: 9 October 1997)

Continuous profiling: where have all the cycles gone?

scientific article published in November 1997

Customization scenarios for de-identification of clinical notes

scientific article published on 30 January 2020

DeViSE: a deep visual-semantic embedding model ⬇️

scientific article published in December 2013

Deep learning-enabled medical computer vision

publication published on 08 January 2021

Distributed Representations of Words and Phrases and their Compositionality ⬇️

computer science journal article

Efficient Estimation of Word Representations in Vector Space ⬇️

machine learning article, 2013

Efficient Neural Architecture Search via Parameters Sharing ⬇️

scholarly article published 9 February 2018

Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation ⬇️

scientific article (publication date: 14 November 2016)

Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation ⬇️

scientific article (publication date: 8 October 2016)

Large Scale Distributed Deep Networks ⬇️

scientific article published in January 2012

Machine Learning in Medicine. Reply

scientific article published on 01 June 2019

MapReduce

scholarly article from January 2010

MapReduce: Simplified Data Processing on Large Clusters ⬇️

article by Jeff Dean & Sanjay Ghemawat published 1 January 2008 in Communications of the ACM

Optimization of Object-Oriented Programs Using Static Class Hierarchy Analysis

PaLM: Scaling Language Modeling with Pathways ⬇️

scientific article published on 5 April 2022

Reply: metrics to assess machine learning models

scientific article published on 10 October 2018

Scalable and accurate deep learning with electronic health records

article

Snappy

fast data compression and decompression library written in C++ by Google

TensorFlow: A system for large-scale machine learning

paper from 12th USENIX Symposium on Operating Systems Design and Implementation

TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems ⬇️

scientific article (publication date: 16 March 2016)

The Case for Learned Index Structures ⬇️

scientific article published on 4 December 2017

Vortex: an optimizing compiler for object-oriented languages

Walknet-a biologically inspired network to control six-legged walking

scientific article

Web search for a planet: the google cluster architecture

scholarly article by L.A. Barroso et al published March 2003 in IEEE Micro

Whole-program Optimization of Object-oriented Languages ⬇️

doctoral thesis by Jeffrey Adgate Dean, Computer Science & Engineering, University of Washington, 1996

List of works by Jeff Dean