9 citations · 9 across the 1 of their papers we have counts for
3 papers
stat.ML2014★ 9 cited
Survey On The Estimation Of Mutual Information Methods as a Measure of Dependency Versus Correlation Analysis
D. Gencaga, N. K. Malakar, D. J. Lary
In this survey, we present and compare different approaches to estimate Mutual Information (MI) from data to analyse general dependencies between variables of interest in a system.…
stat.ML2013
Towards Identification of Relevant Variables in the observed Aerosol Optical Depth Bias between MODIS and AERONET observations
N. K. Malakar, D. J. Lary, D. Gencaga +2
Measurements made by satellite remote sensing, Moderate Resolution Imaging Spectroradiometer (MODIS), and globally distributed Aerosol Robotic Network (AERONET) are compared. Compa…
stat.ML2011
Maximum Joint Entropy and Information-Based Collaboration of Automated Learning Machines
N. K. Malakar, K. H. Knuth, D. J. Lary
We are working to develop automated intelligent agents, which can act and react as learning machines with minimal human intervention. To accomplish this, an intelligent agent is vi…