Stability Feature Selection using Cluster Representative LASSO. - Niharika Gauraha (ICPRAM, 2016)

Efficient Clustering of Correlated Variables and Variable Selection in High-Dimensional Linear Models. - Niharika Gauraha; Swapan K. Parui (CoRR, 2016)

Post Lasso Stability Selection for High Dimensional Linear Models. - Niharika Gauraha; Tatyana Pavlenko; Swapan K. Parui (ICPRAM, 2017)

Pre-Selection in Cluster Lasso Methods for Correlated Variable Selection in High-Dimensional Linear Models. - Niharika Gauraha; Swapan K. Parui (DKB/KIK@KI, 2017)

A New Combined Approach for Inference in High-Dimensional Regression Models with Correlated Variables. - Niharika Gauraha; Swapan K. Parui (DKB/KIK@KI, 2017)

Conformal prediction in learning under privileged information paradigm with applications in drug discovery. - Niharika Gauraha; Lars Carlsson; Ola Spjuth (COPA, 2018)

conformalClassification: A Conformal Prediction R Package for Classification. - Niharika Gauraha; Ola Spjuth (CoRR, 2018)

Aggregating Predictions on Multiple Non-disclosed Datasets using Conformal Prediction. - Ola Spjuth; Lars Carlsson; Niharika Gauraha (CoRR, 2018)

A Limitation of V-Matrix based Methods. - Niharika Gauraha; Akshay Chaturvedi (CoRR, 2018)

Split knowledge transfer in learning under privileged information framework. - Niharika Gauraha; Fabian Söderdahl; Ola Spjuth (COPA, 2019)

Combining Prediction Intervals on Multi-Source Non-Disclosed Regression Datasets. - Ola Spjuth; Robin Carrión Brännström; Lars Carlsson; Niharika Gauraha (COPA, 2019)

Mutual conditional independence and its applications to model selection in Markov networks. - Niharika Gauraha; Swapan K. Parui (Ann. Math. Artif. Intell., 2020)

Synergy conformal prediction. - Niharika Gauraha; Ola Spjuth (COPA, 2021)

Synergy Conformal Prediction for Regression. - Niharika Gauraha; Ola Spjuth (ICPRAM, 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)

Investigating the Contribution of Privileged Information in Knowledge Transfer LUPI by Explainable Machine Learning. - Niharika Gauraha; Henrik Boström (COPA, 2023)