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Vineeth N Balasubramanian is an Assistant Professor in the Department of Computer Science and Engineering at the Indian Institute of Technology, Hyderabad, India. Until July 2013, he was an Assistant Research Professor at the Center for Cognitive Ubiquitous Computing (CUbiC) at Arizona State University (ASU). He holds dual Masters degrees in Mathematics (2001) and Computer Science (2003) from Sri Sathya Sai University, India, and worked at Oracle Corporation for two years until 2005. His PhD
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Téléchargez le livre : Conformal Prediction for Reliable Machine Learning
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Conformal Prediction for Reliable Machine Learning

Shen-Shyang Ho , Vineeth Balasubramanian , Vladimir Vovk

Morgan Kaufmann

2014-04-23

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The conformal predictions framework is a recent development in machine learning that can associate a reliable measure of confidence with a prediction in any real-world pattern recognition application, including risk-sensitive applications such as...

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