Niharika Gauraha

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 18

Top Topics

Variable Selection

Privileged Information

Top Venues

Publications

Niharika Gauraha, Henrik Boström
Investigating the Contribution of Privileged Information in Knowledge Transfer LUPI by Explainable Machine Learning. COPA (2023)
Andrea Morger, Fredrik Svensson, Staffan Arvidsson McShane, Niharika Gauraha, Ulf Norinder, Ola Spjuth, Andrea Volkamer
Assessing the calibration in toxicological in vitro models with conformal prediction. J. Cheminformatics 13 (1) (2021)
Niharika Gauraha, Ola Spjuth
Synergy conformal prediction. COPA (2021)
Niharika Gauraha, Ola Spjuth
Synergy Conformal Prediction for Regression. ICPRAM (2021)
Niharika Gauraha, Swapan K. Parui
Mutual conditional independence and its applications to model selection in Markov networks. Ann. Math. Artif. Intell. 88 (9) (2020)
Ola Spjuth, Robin Carrión Brännström, Lars Carlsson, Niharika Gauraha
Combining Prediction Intervals on Multi-Source Non-Disclosed Regression Datasets. CoRR (2019)
Ola Spjuth, Robin Carrión Brännström, Lars Carlsson, Niharika Gauraha
Combining Prediction Intervals on Multi-Source Non-Disclosed Regression Datasets. COPA (2019)
Niharika Gauraha, Fabian Söderdahl, Ola Spjuth
Split knowledge transfer in learning under privileged information framework. COPA (2019)
Niharika Gauraha, Ola Spjuth
conformalClassification: A Conformal Prediction R Package for Classification. CoRR (2018)
Niharika Gauraha, Lars Carlsson, Ola Spjuth
Conformal prediction in learning under privileged information paradigm with applications in drug discovery. COPA (2018)
Niharika Gauraha, Akshay Chaturvedi
A Limitation of V-Matrix based Methods. CoRR (2018)
Ola Spjuth, Lars Carlsson, Niharika Gauraha
Aggregating Predictions on Multiple Non-disclosed Datasets using Conformal Prediction. CoRR (2018)
Niharika Gauraha, Lars Carlsson, Ola Spjuth
Conformal Prediction in Learning Under Privileged Information Paradigm with Applications in Drug Discovery. CoRR (2018)
Niharika Gauraha, Swapan K. Parui
A New Combined Approach for Inference in High-Dimensional Regression Models with Correlated Variables. DKB/KIK@KI (2017)
Niharika Gauraha, Swapan K. Parui
Pre-Selection in Cluster Lasso Methods for Correlated Variable Selection in High-Dimensional Linear Models. DKB/KIK@KI (2017)
Niharika Gauraha, Tatyana Pavlenko, Swapan K. Parui
Post Lasso Stability Selection for High Dimensional Linear Models. ICPRAM (2017)
Niharika Gauraha
Stability Feature Selection using Cluster Representative LASSO. ICPRAM (2016)
Niharika Gauraha, Swapan K. Parui
Efficient Clustering of Correlated Variables and Variable Selection in High-Dimensional Linear Models. CoRR (2016)