Search Results for author: Gaurav Thakur

Found 4 papers, 0 papers with code

Two Use Cases of Machine Learning for SDN-Enabled IP/Optical Networks: Traffic Matrix Prediction and Optical Path Performance Prediction

no code implementations20 Apr 2018 Gagan Choudhury, David Lynch, Gaurav Thakur, Simon Tse

The second application is important as we migrate our metro networks to Open ROADM networks, to allow physical routing without the need for detailed knowledge of optical parameters.

BIG-bench Machine Learning Management

A Bayesian algorithm for detecting identity matches and fraud in image databases

no code implementations20 Jun 2017 Gaurav Thakur

A statistical algorithm for categorizing different types of matches and fraud in image databases is presented.

Deterministic Bayesian Information Fusion and the Analysis of its Performance

no code implementations15 Nov 2013 Gaurav Thakur

This paper develops a mathematical and computational framework for analyzing the expected performance of Bayesian data fusion, or joint statistical inference, within a sensor network.

Sequential testing over multiple stages and performance analysis of data fusion

no code implementations27 Mar 2013 Gaurav Thakur

We describe a methodology for modeling the performance of decision-level data fusion between different sensor configurations, implemented as part of the JIEDDO Analytic Decision Engine (JADE).

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