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JMLR Workshop and Conference Proceedings

Volume 50: Proceedings of The 2nd International Conference on Predictive APIs and Apps

Editors: Louis Dorard, Mark D. Reid, Francisco J. Martin

Contents:

Preface

Preface

Louis Dorard, Mark D. Reid, Francisco J. Martin

Accepted Papers

AzureML: Anatomy of a machine learning service

AzureML Team

Deploying high throughput predictive models with the actor framework

Brian Gawalt

Protocols and Structures for Inference: A RESTful API for Machine Learning

James Montgomery, Mark D. Reid, Barry Drake

The Past, Present, and Future of Machine Learning APIs

Atakan Cetinsoy, Francisco J. Martin, José Antonio Ortega, Poul Petersen