
Prediction of COVID19 Disease Progression in India : Under the Effect of National Lockdown
In this policy paper, we implement the epidemiological SIR to estimate t...
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Relationship between the melting Arctic Sea Ice Extent and North Atlantic Oscillation Index
Arctic Sea Ice Extent (SIE) maintains the ocean circulation at the equil...
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Causal Impact of Web Browsing and Other Factors on Research Publications
In this paper, we study the causal impact of the websearch activity on ...
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A Bayesian Perspective of Statistical Machine Learning for Big Data
Statistical Machine Learning (SML) refers to a body of algorithms and me...
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Modeling Risk and Return using Dirichlet Process Prior
In this paper, we showed that the noarbitrage condition holds if the ma...
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Big Data Classification Using Augmented Decision Trees
We present an algorithm for classification tasks on big data. Experiment...
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Big Data Regression Using Tree Based Segmentation
Scaling regression to large datasets is a common problem in many applica...
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A Statistical Machine Learning Approach to Yield Curve Forecasting
Yield curve forecasting is an important problem in finance. In this work...
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Clustering Mixed Datasets Using Homogeneity Analysis with Applications to Big Data
Datasets with a mixture of numerical and categorical attributes are rout...
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Fast Gaussian Process Regression for Big Data
Gaussian Processes are widely used for regression tasks. A known limitat...
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Sourish Das
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