Jeffrey Dean

Senior researcher at Google Inc. with broad contributions to distributed systems, machine learning, and neural network training at scale. Co-author of influential papers on MapReduce, Bigtable, and large-scale neural network training.

Sources in this wiki

• Efficient Estimation of Word Representations in Vector Space
• Distributed Representations of Words and Phrases and their Compositionality

Topics

• Word Embeddings, Language Models

Notes

Led work on distributed training frameworks and large-scale neural network architectures; contributions to Word2Vec involved scalable training methodologies for neural language models.