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List of works by Bala Rajaratnam

A Methodology for Robust Multiproxy Paleoclimate Reconstructions and Modeling of Temperature Conditional Quantiles

scientific article

Condition Number Regularized Covariance Estimation

scientific article published on June 2013

Detecting the impact area of BP deepwater horizon oil discharge: an analysis by time varying coefficient logistic models and boosted trees

scientific article

Foundational Principles for Large-Scale Inference: Illustrations Through Correlation Mining

scientific article published on 21 December 2015

Gaussian Covariance Faithful Markov Trees

Insulin resistance: regression and clustering

scientific article (publication date: 2014)

Iterative Thresholding Algorithm for Sparse Inverse Covariance Estimation ⬇️

scientific article published in January 2012

Learning mixture models via component-wise parameter smoothing

On the Letac-Massam conjecture and existence of high dimensional Bayes estimators for graphical models

scientific article published in 2020

Optimization Methods for Sparse Pseudo-Likelihood Graphical Model Selection ⬇️

scientific article published in January 2014

SUCCESSIVE NORMALIZATION OF RECTANGULAR ARRAYS.

scientific article

Stability Region Based Expectation Maximization for Model-based Clustering

Successive Standardization of Rectangular Arrays

scientific article published on February 2012

TRUST-TECH-based expectation maximization for learning finite mixture models

scientific article

The critical exponent conjecture for powers of doubly nonnegative matrices

scientific article published in 2013

The role of the isotonizing algorithm in Stein’s covariance matrix estimator

scientific article published in 2016

Theory and Practice of Expectation Maximization (EM) Algorithm

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