Community Detection in Networks using Graph Distance. - Sharmodeep Bhattacharyya; Peter J. Bickel (CoRR, 2014)

Spectral Clustering and Block Models: A Review And A New Algorithm. - Sharmodeep Bhattacharyya; Peter J. Bickel (CoRR, 2015)

Union of Intersections (UoI) for Interpretable Data Driven Discovery and Prediction. - Kristofer E. Bouchard; Alejandro F. Bujan; Farbod Roosta-Khorasani; Shashanka Ubaru; Prabhat; Antoine Snijders; Jian-Hua Mao; Edward F. Chang; Michael W. Mahoney; Sharmodeep Bhattacharyya (NIPS, 2017)

Spectral Clustering for Multiple Sparse Networks: I. - Sharmodeep Bhattacharyya; Shirshendu Chatterjee (CoRR, 2018)

Optimizing the Union of Intersections LASSO (UoILASSO) and Vector Autoregressive (UoIVAR) Algorithms for Improved Statistical Estimation at Scale. - Mahesh Balasubramanian 001; Trevor D. Ruiz; Brandon Cook 001; Sharmodeep Bhattacharyya; Prabhat; Aviral Shrivastava; Kristofer E. Bouchard (CoRR, 2018)

Sparse, Predictive, and Interpretable Functional Connectomics with UoILasso. - Pratik S. Sachdeva; Sharmodeep Bhattacharyya; Kristofer E. Bouchard (EMBC, 2019)

Scaling of Union of Intersections for Inference of Granger Causal Networks from Observational Data. - Mahesh Balasubramanian 001; Trevor D. Ruiz; Brandon Cook 001; Prabhat; Sharmodeep Bhattacharyya; Aviral Shrivastava; Kristofer E. Bouchard (IPDPS, 2020)

Sparse and Low-bias Estimation of High Dimensional Vector Autoregressive Models. - Trevor D. Ruiz; Sharmodeep Bhattacharyya; Mahesh Balasubramanian 001; Kristofer E. Bouchard (L4DC, 2020)

General Community Detection with Optimal Recovery Conditions for Multi-relational Sparse Networks with Dependent Layers. - Sharmodeep Bhattacharyya; Shirshendu Chatterjee (CoRR, 2020)

Consistent detection and optimal localization of all detectable change points in piecewise stationary arbitrarily sparse network-sequences. - Sharmodeep Bhattacharyya; Shirshendu Chatterjee; Soumendu Sundar Mukherjee (CoRR, 2020)

A General Framework for Spatio-Temporal Modeling of Epidemics With Multiple Epicenters: Application to an Aerially Dispersed Plant Pathogen. - Awino M. E. Ojwang'; Trevor D. Ruiz; Sharmodeep Bhattacharyya; Shirshendu Chatterjee; Peter S. Ojiambo; David H. Gent (Frontiers Appl. Math. Stat., 2021)

Detection of Temporal Shifts in Semantics Using Local Graph Clustering. - Neil Hwang; Shirshendu Chatterjee; Yanming Di; Sharmodeep Bhattacharyya (Mach. Learn. Knowl. Extr., 2023)

Numerical characterization of support recovery in sparse regression with correlated design. - Ankit Kumar; Sharmodeep Bhattacharyya; Kristofer E. Bouchard (Commun. Stat. Simul. Comput., 2024)