Niharika Gauraha | DeepAI

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Featured Co-authors

Ola Spjuth
8 publications
Akshay Chaturvedi
7 publications
Lars Carlsson
4 publications
Robin Carrión Brännström
1 publication
Swapan K. Parui
1 publication

∙ 07/31/2020

A Note on Particle Gibbs Method and its Extensions and Variants

High-dimensional state trajectories of state-space models pose challenge...

0 Niharika Gauraha, et al. ∙

∙ 08/15/2019

Combining Prediction Intervals on Multi-Source Non-Disclosed Regression Datasets

Conformal Prediction is a framework that produces prediction intervals b...

0 Ola Spjuth, et al. ∙

∙ 08/27/2018

A Limitation of V-Matrix based Methods

To estimate the conditional probability functions based on the direct pr...

0 Niharika Gauraha, et al. ∙

∙ 06/11/2018

Aggregating Predictions on Multiple Non-disclosed Datasets using Conformal Prediction

Conformal Prediction is a machine learning methodology that produces val...

0 Ola Spjuth, et al. ∙

∙ 04/16/2018

conformalClassification: A Conformal Prediction R Package for Classification

The conformalClassification package implements Transductive Conformal Pr...

0 Niharika Gauraha, et al. ∙

∙ 03/29/2018

Conformal Prediction in Learning Under Privileged Information Paradigm with Applications in Drug Discovery

This paper explores conformal prediction in the learning under privilege...

0 Niharika Gauraha, et al. ∙

∙ 03/11/2016

Efficient Clustering of Correlated Variables and Variable Selection in High-Dimensional Linear Models

In this paper, we introduce Adaptive Cluster Lasso(ACL) method for varia...

0 Niharika Gauraha, et al. ∙

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