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2020 – today
- 2024
[j3]Ankit Kumar
, Sharmodeep Bhattacharyya, Kristofer E. Bouchard:
Numerical characterization of support recovery in sparse regression with correlated design. Commun. Stat. Simul. Comput. 53(3): 1504-1518 (2024)- 2023
- [j2]Neil Hwang, Shirshendu Chatterjee, Yanming Di, Sharmodeep Bhattacharyya:
Detection of Temporal Shifts in Semantics Using Local Graph Clustering. Mach. Learn. Knowl. Extr. 5(1): 128-143 (2023) - 2021
- [j1]Awino M. E. Ojwang', Trevor D. Ruiz, Sharmodeep Bhattacharyya, Shirshendu Chatterjee, Peter S. Ojiambo, David H. Gent:
A General Framework for Spatio-Temporal Modeling of Epidemics With Multiple Epicenters: Application to an Aerially Dispersed Plant Pathogen. Frontiers Appl. Math. Stat. 7: 721352 (2021) - 2020
- [c4]Mahesh Balasubramanian, Trevor D. Ruiz, Brandon Cook, Prabhat, Sharmodeep Bhattacharyya, Aviral Shrivastava, Kristofer E. Bouchard:
Scaling of Union of Intersections for Inference of Granger Causal Networks from Observational Data. IPDPS 2020: 264-273 - [c3]Trevor D. Ruiz, Sharmodeep Bhattacharyya, Mahesh Balasubramanian, Kristofer E. Bouchard:
Sparse and Low-bias Estimation of High Dimensional Vector Autoregressive Models. L4DC 2020: 55-64 - [i6]Sharmodeep Bhattacharyya, Shirshendu Chatterjee:
General Community Detection with Optimal Recovery Conditions for Multi-relational Sparse Networks with Dependent Layers. CoRR abs/2004.03480 (2020) - [i5]Sharmodeep Bhattacharyya, Shirshendu Chatterjee, Soumendu Sundar Mukherjee:
Consistent detection and optimal localization of all detectable change points in piecewise stationary arbitrarily sparse network-sequences. CoRR abs/2009.02112 (2020)
2010 – 2019
- 2019
- [c2]Pratik S. Sachdeva, Sharmodeep Bhattacharyya, Kristofer E. Bouchard:
Sparse, Predictive, and Interpretable Functional Connectomics with UoILasso. EMBC 2019: 1965-1968 - 2018
- [i4]Sharmodeep Bhattacharyya, Shirshendu Chatterjee:
Spectral Clustering for Multiple Sparse Networks: I. CoRR abs/1805.10594 (2018) - [i3]Mahesh Balasubramanian, Trevor D. Ruiz, Brandon Cook, Sharmodeep Bhattacharyya, Prabhat, Aviral Shrivastava, Kristofer E. Bouchard:
Optimizing the Union of Intersections LASSO (UoILASSO) and Vector Autoregressive (UoIVAR) Algorithms for Improved Statistical Estimation at Scale. CoRR abs/1808.06992 (2018) - 2017
- [c1]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:
Union of Intersections (UoI) for Interpretable Data Driven Discovery and Prediction. NIPS 2017: 1078-1086 - 2015
- [i2]Sharmodeep Bhattacharyya, Peter J. Bickel:
Spectral Clustering and Block Models: A Review And A New Algorithm. CoRR abs/1508.01819 (2015) - 2014
- [i1]Sharmodeep Bhattacharyya, Peter J. Bickel:
Community Detection in Networks using Graph Distance. CoRR abs/1401.3915 (2014)
Coauthor Index
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