Showing items related by title, author, creator and subject.

• Model Extraction and Active Learning 

  Shukla, Aditya

  Machine learning models are increasingly being offered as a service by big companies such as Google, Microsoft and Amazon. They use Machine Learning as a Service (MLaaS) to expose these machine learning models to the ...

• Efficient Algorithms for Structured Output Learning 

  Balamurugan, P (2018-05-08)

  Structured output learning is the machine learning task of building a classifier to predict structured outputs. Structured outputs arise in several contexts in diverse applications like natural language processing, computer ...

• On Learning k-Parities and the Complexity of k-Vector-SUM 

  Gadekar, Ameet (2018-02-06)

  In this work, we study two problems: first is one of the central problem in learning theory of learning sparse parities and the other k-Vector-SUM is an extension of the not oriousk-SUM problem. We first consider the problem ...