Publications

Ricardo Pio Monti, Alex Gibberd, Sandipan Roy, Matthew Nunes, Romy Lorenz, Robert Leech, Takeshi Ogawa, Motoaki Kawanabe, Aapo Hyvärinen (2020). Interpretable brain age prediction using linear latent variable models of functional connectivity. Plos one.

Sandipan Roy, Yves Atchadé, George Michailidis (2019). Likelihood inference for large scale stochastic blockmodels with covariates based on a divide-and-conquer parallelizable algorithm with communication. Journal of Computational and Graphical Statistics.

Stephane Chretien, Alex Gibberd, Sandipan Roy (2018). Hedging parameter selection for basis pursuit. arXiv preprint arXiv:1805.01870.

Alex J Gibberd, Sandipan Roy (2017). Multiple changepoint estimation in high-dimensional gaussian graphical models. arXiv preprint arXiv:1712.05786.

Sandipan Roy, Yves Atchadé, George Michailidis (2016). Change-Point Estimation in High-Dimensional Markov Random Field Models. Journal of Royal Statistical Society : Series B.

Sandipan Roy (2015). Statistical Inference and Computational Methods for Large High-Dimensional Data with Network Structure.

Anurag Ghosh, Soumalya Mukhopadhyay, Sandipan Roy, Sourabh Bhattacharya (2014). Bayesian inference in nonparametric dynamic state-space models. Statistical Methodology.

Amita Pal, Smarajit Bose, Mandar Mitra, Sandipan Roy (2012). ISIS and NISIS: New Bilingual dual-channel speech corpora for robust speaker recognition. Proceedings of the 2012 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2012.