Search Results for author: Francisco Romero

Found 2 papers, 2 papers with code

A generalized conditional gradient method for dynamic inverse problems with optimal transport regularization

1 code implementation21 Dec 2020 Kristian Bredies, Marcello Carioni, Silvio Fanzon, Francisco Romero

We develop a dynamic generalized conditional gradient method (DGCG) for dynamic inverse problems with optimal transport regularization.

Numerical Analysis Numerical Analysis Optimization and Control 65K10, 65J20, 90C49, 28A33, 35F05

INFaaS: A Model-less and Managed Inference Serving System

1 code implementation30 May 2019 Francisco Romero, Qian Li, Neeraja J. Yadwadkar, Christos Kozyrakis

This paper introduces INFaaS, a managed and model-less system for distributed inference serving, where developers simply specify the performance and accuracy requirements for their applications without needing to specify a specific model-variant for each query.

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