Reading blood glucose from subcutaneous electric current by means of a regularization in variable Reproducing Kernel Hilbert Spaces. - Valeriya Naumova; Sergei V. Pereverzyev; Sivananthan Sampath (CDC/ECC, 2011)

Multi-penalty regularization in learning theory. - Abhishake Rastogi; Sivananthan Sampath (J. Complex., 2016)

Manifold regularization based on Nystr{ö}m type subsampling. - Abhishake Rastogi; Sivananthan Sampath (CoRR, 2017)

Optimal Rates for the Regularized Learning Algorithms under General Source Condition. - Abhishake Rastogi; Sivananthan Sampath (Frontiers Appl. Math. Stat., 2017)

Multi-task learning via linear functional strategy. - Abhishake Rastogi; Sivananthan Sampath (J. Complex., 2017)