Sharmodeep Bhattacharyya

发表

Subsampling bootstrap of count features of networks

P. Bickel, Sharmodeep Bhattacharyya, 2013, 1312.2645.

Sparse, Low-bias, and Scalable Estimation of High Dimensional Vector Autoregressive Models via Union of Intersections

Trevor D. Ruiz, K. Bouchard, Sharmodeep Bhattacharyya, 2019, 1908.11464.

Optimizing the Union of Intersections LASSO (UoILASSO) and Vector Autoregressive (UoIVAR) Algorithms for Improved Statistical Estimation at Scale pdf

Aviral Shrivastava, Kristofer E. Bouchard, Prabhat, 2018, ArXiv.

A Study of High-dimensional Clustering and Statistical Inference on Networks

Sharmodeep Bhattacharyya, 2013 .

The Functional Biogeography of eDNA Metacommunities in the Post-Fire Landscape of the Angeles National Forest

Sharmodeep Bhattacharyya, Gerald N Presley, Karen B Barnard-Kubow, 2022, Microorganisms.

Concentration inequalities for correlated network-valued processes with applications to community estimation and changepoint analysis

Soumendu Sundar Mukherjee, S. Chatterjee, Sharmodeep Bhattacharyya, 2022, 2208.01365.

Clinical, social, and policy factors in COVID-19 cases and deaths: methodological considerations for feature selection and modeling in county-level analyses

Hadi Kharrazi, N. Weiskopf, Feifan Liu, 2022, BMC Public Health.

Changes over Time in Association Patterns between Estimated COVID-19 Case Fatality Rates and Demographic, Socioeconomic and Health Factors in the US States of Florida and New York

Y. Di, S. Chatterjee, Sharmodeep Bhattacharyya, 2022, COVID.

A General Framework for Spatio-Temporal Modeling of Epidemics With Multiple Epicenters: Application to an Aerially Dispersed Plant Pathogen

Sharmodeep Bhattacharyya, Shirshendu Chatterjee, David H. Gent, 2021, Frontiers in Applied Mathematics and Statistics.

Sparse and Low-bias Estimation of High Dimensional Vector Autoregressive Models

Sharmodeep Bhattacharyya, Kristofer Bouchard, Mahesh Balasubramanian, 2020, L4DC.

ADAPTIVE ESTIMATION IN ELLIPTICAL DISTRIBUTIONS WITH EXTENSIONS TO HIGH DIMENSIONS

Peter J. Bickel, Sharmodeep Bhattacharyya, P. Bickel, 2013 .

General Community Detection with Optimal Recovery Conditions for Multi-relational Sparse Networks with Dependent Layers pdf

Sharmodeep Bhattacharyya, Shirshendu Chatterjee, S. Chatterjee, 2020, ArXiv.

Hierarchical community detection by recursive bi-partitioning

Purnamrita Sarkar, Peter J. Bickel, Tianxi Li, 2018 .

Consistent Recovery of Communities from Sparse Multi-relational Networks: A Scalable Algorithm with Optimal Recovery Conditions

Sharmodeep Bhattacharyya, Shirshendu Chatterjee, S. Chatterjee, 2020 .

Spectral Clustering for Multiple Sparse Networks: I pdf

Sharmodeep Bhattacharyya, Shirshendu Chatterjee, S. Chatterjee, 2018, ArXiv.

Community Detection in Networks using Graph Distance pdf

Peter J. Bickel, Sharmodeep Bhattacharyya, P. Bickel, 2014, ArXiv.

The Bethe Hessian and Information Theoretic Approaches for Online Change-Point Detection in Network Data

Sharmodeep Bhattacharyya, Shirshendu Chatterjee, Jiarui Xu, 2021, Sankhya A.

Consistent detection and optimal localization of all detectable change points in piecewise stationary arbitrarily sparse network-sequences pdf

Sharmodeep Bhattacharyya, Shirshendu Chatterjee, Soumendu Sundar Mukherjee, 2020, ArXiv.

Union of Intersections ( UoI ) for interpretable data driven discovery and prediction in neuroscience

Kristofer E. Bouchard, Prabhat, Michael W. Mahoney, 2018 .

Regularized estimation of mixture of elliptic distributions in high dimensional setting and its applications

P. Bickel, Sharmodeep Bhattacharyya, 2012 .

Observational Study of the Effect of the Juvenile Stay-At-Home Order on SARS-CoV-2 Infection Spread in Saline County, Arkansas

Y. Di, S. Chatterjee, Sharmodeep Bhattacharyya, 2022, Statistics and Public Policy.

Detection of Temporal Shifts in Semantics Using Local Graph Clustering

S. Chatterjee, Sharmodeep Bhattacharyya, N. Hwang, 2023, Mach. Learn. Knowl. Extr..

On the estimation of the number of communities for sparse networks

S. Chatterjee, Sharmodeep Bhattacharyya, Jiarui Xu, 2023, Journal of the American Statistical Association.

Sparse, Predictive, and Interpretable Functional Connectomics with UoILasso

Kristofer E. Bouchard, Sharmodeep Bhattacharyya, Pratik S. Sachdeva, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Union of Intersections (UoI) for Interpretable Data Driven Discovery and Prediction

Prabhat, Michael W. Mahoney, Alejandro F. Bujan, 2017, NIPS.

Numerical characterization of support recovery in sparse regression with correlated design

Sharmodeep Bhattacharyya, Kristofer Bouchard, Ankit Kumar, 2021, Communications in Statistics - Simulation and Computation.

Scaling of Union of Intersections for Inference of Granger Causal Networks from Observational Data

Kristofer E. Bouchard, Prabhat, Aviral Shrivastava, 2020, 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS).

Estimating the treatment effect of the juvenile stay-at-home order on SARS-CoV-2 infection spread in Saline County, Arkansas

Y. Di, S. Chatterjee, Sharmodeep Bhattacharyya, 2020, 2009.08691.

The Community Structure of eDNA in the Los Angeles River Reveals an Altered Nitrogen Cycle at Impervious Sites

Sharmodeep Bhattacharyya, A. Taylor, S. Senn, 2023, Diversity.

Spectral Clustering and Block Models: A Review And A New Algorithm pdf

Peter J. Bickel, Sharmodeep Bhattacharyya, P. Bickel, 2015, ArXiv.

Resolving Non-identifiability Mitigates Bias in Models of Neural Tuning and Functional Coupling

Ji Hyun Bak, Pratik S. Sachdeva, J. Livezey, 2023, bioRxiv.

Sparse estimation of parameter support sets for generalized vector autoregressions by resampling and model aggregation

Sarah C. Emerson, Trevor D. Ruiz, Sharmodeep Bhattacharyya, 2023, 2307.09684.

Hierarchical Community Detection by Recursive Partitioning

P. Bickel, Purnamrita Sarkar, E. Levina, 2018, Journal of the American Statistical Association.

Optimal change point estimator for network data

Soumendu Sundar Mukherjee, S. Chatterjee, Sharmodeep Bhattacharyya, 2019 .