Niharika Gauraha

According to our database, Niharika Gauraha authored at least 16 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Investigating the Contribution of Privileged Information in Knowledge Transfer LUPI by Explainable Machine Learning.

Niharika Gauraha, Henrik Boström

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2023

2021

Assessing the calibration in toxicological in vitro models with conformal prediction.

Andrea Morger, Fredrik Svensson, Staffan Arvidsson McShane, Niharika Gauraha, Ulf Norinder, Ola Spjuth, Andrea Volkamer

J. Cheminformatics, 2021

Synergy Conformal Prediction for Regression.

Niharika Gauraha, Ola Spjuth

Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods, 2021

Synergy conformal prediction.

Niharika Gauraha, Ola Spjuth

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2021

2020

Mutual conditional independence and its applications to model selection in Markov networks.

Niharika Gauraha, Swapan K. Parui

Ann. Math. Artif. Intell., 2020

2019

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

Ola Spjuth, Robin Carrión Brännström, Lars Carlsson, Niharika Gauraha

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2019

Split knowledge transfer in learning under privileged information framework.

Niharika Gauraha, Fabian Söderdahl, Ola Spjuth

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2019

2018

A Limitation of V-Matrix based Methods.

Niharika Gauraha, Akshay Chaturvedi

CoRR, 2018

Aggregating Predictions on Multiple Non-disclosed Datasets using Conformal Prediction.

Ola Spjuth, Lars Carlsson, Niharika Gauraha

CoRR, 2018

conformalClassification: A Conformal Prediction R Package for Classification.

Niharika Gauraha, Ola Spjuth

CoRR, 2018

Conformal prediction in learning under privileged information paradigm with applications in drug discovery.

Niharika Gauraha, Lars Carlsson, Ola Spjuth

Proceedings of the 7th Symposium on Conformal and Probabilistic Prediction and Applications, 2018

2017

A New Combined Approach for Inference in High-Dimensional Regression Models with Correlated Variables.

Niharika Gauraha, Swapan K. Parui

Proceedings of the 6th Workshop on Dynamics of Knowledge and Belief (DKB-2017) and the 5th Workshop KI & Kognition (KIK-2017) co-located with 40th German Conference on Artificial Intelligence (KI 2017), 2017

Pre-Selection in Cluster Lasso Methods for Correlated Variable Selection in High-Dimensional Linear Models.

Niharika Gauraha, Swapan K. Parui

Proceedings of the 6th Workshop on Dynamics of Knowledge and Belief (DKB-2017) and the 5th Workshop KI & Kognition (KIK-2017) co-located with 40th German Conference on Artificial Intelligence (KI 2017), 2017

Post Lasso Stability Selection for High Dimensional Linear Models.

Niharika Gauraha, Tatyana Pavlenko, Swapan K. Parui

Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

2016

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

Niharika Gauraha, Swapan K. Parui

CoRR, 2016

Stability Feature Selection using Cluster Representative LASSO.

Niharika Gauraha

Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016