Search Results for author: Feng Niu

Found 4 papers, 2 papers with code

Overton: A Data System for Monitoring and Improving Machine-Learned Products

1 code implementation7 Sep 2019 Christopher Ré, Feng Niu, Pallavi Gudipati, Charles Srisuwananukorn

We describe a system called Overton, whose main design goal is to support engineers in building, monitoring, and improving production machine learning systems.

BIG-bench Machine Learning

Hogwild: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent

no code implementations NeurIPS 2011 Benjamin Recht, Christopher Re, Stephen Wright, Feng Niu

Stochastic Gradient Descent (SGD) is a popular algorithm that can achieve state-of-the-art performance on a variety of machine learning tasks.

HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent

5 code implementations28 Jun 2011 Feng Niu, Benjamin Recht, Christopher Re, Stephen J. Wright

Stochastic Gradient Descent (SGD) is a popular algorithm that can achieve state-of-the-art performance on a variety of machine learning tasks.

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