Abhijeet Katte
Abhijeet Katte
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As a thorough data geek, most of Abhijeet's day is spent in building and writing about intelligent systems. He also has deep interests in philosophy, economics and literature.

Frequentist vs Bayesian: Can Inclusion of Innate Knowledge Give An Edge To Today’s AI Systems

Bayesian inference method of statistical inference in which Bayes’ theorem is used to update the probability for a hypothesis when more evidence or information becomes available. Breakthrough applications of Bayesian statistics are found in sociology, artificial intelligence and many other…

How Naftali Tishby’s Information Bottleneck Theory Can Break Open The Black Box Of Deep Learning

Deep learning has been making tremendous progress in the fields of computer vision , natural language processing and other fields of machine learning. But how these deep learning models work, at the scale they do has been an open question…

This Recent Paper Published On Nature Proves That AI Can Help Improve Human Memory

Memory which is one of the fundamental functions of the brain is still largely a mystery to neuroscience researchers. Computers over the time have become more and more powerful, therefore researchers, over the years have used them to detect patterns…

This 2013 Seminal Paper By Google Researchers Changed NLP Forever. Here’s A Deep Dive

The purpose of a natural language is to facilitate communication and ideas among people. These ideas converge to identify the meaning of the utterance of the text. This meaning is called semantics. Researchers in the field of natural language processing…

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