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Approximate Nearest Neighbors Search in Multidimensional Space

Published:

In modern applications connected with media processing it is often required to perform fast similarity search inside some extra-large datasets. This tasks can be logically separated into two parts, which, to some extent, can be solved independently:

  1. Finding some feature representation of the media data (i.e. images) that would quantify the “meaning” of the file;
  2. Building a large scale index which would allow to search for the similar elements given some input query from user.

Some approaches in Neural Networks Assisted Error Correction Coding

Published:

Error Correction Coding (ECC) is a set of techniques and algorithms which are devoted to solving the problem of reliable data transmission through the noisy channel. This is not a new field of research and a great variety of error correction codes was proposed in the last decades.

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.