[Research] Protocols and Structures for Inference: A RESTful API for Machine Learning

A session at PAPIs '15

Friday 7th August, 2015

2:30pm to 3:00pm (EST)

Diversity in machine learning APIs works against realising machine learning's full potential by making it difficult to compose multiple algorithms. This paper introduces the Protocols and Structures for Inference (PSI) service architecture and specification for presenting learning algorithms and data as RESTful web resources that are accessible via a common but flexible and extensible interface. This is joint work with Dr. Mark Reid of the Australian National University and NICTA and Dr. Barry Drake of Canon Information Systems Research Australia.

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James Montgomery

Lecturer at University of Tasmania

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PAPIs '15

Australia Australia, Sydney

6th7th August 2015

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Time 2:30pm3:00pm EST

Date Fri 7th August 2015

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