Sujit K. Ghosh

According to our database, Sujit K. Ghosh authored at least 18 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Fast Model Selection and Hyperparameter Tuning for Generative Models.

Luming Chen, Sujit K. Ghosh

Entropy, February, 2024

Similarity-based active learning methods.

Qun Sui, Sujit K. Ghosh

Expert Syst. Appl., 2024

2023

Shape-constrained estimation in functional regression with Bernstein polynomials.

Rahul Ghosal, Sujit K. Ghosh, Jacek K. Urbanek, Jennifer A. Schrack, Vadim Zipunnikov

Comput. Stat. Data Anal., 2023

A Wearable System for Continuous Monitoring and Assessment of Speech, Gait, and Cognitive Decline for Early Diagnosis of ADRD.

James Dieffenderfer, Alec Brewer, Maxwell A. Noonan, Madeline Smith, Emily Eichenlaub, Katarina L. Haley, Adam Jacks, Edgar J. Lobaton, Shevaun D. Neupert, Thomas M. Hess, Jason R. Franz, Sujit K. Ghosh, Veena Misra, Alper Bozkurt

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Bayesian inference for generalized linear model with linear inequality constraints.

Rahul Ghosal, Sujit K. Ghosh

Comput. Stat. Data Anal., 2022

2021

Uncertainty quantification and estimation of closed curves based on noisy data.

Luming Chen, Sujit K. Ghosh

Comput. Stat., 2021

EMFlow: Data Imputation in Latent Space via EM and Deep Flow Models.

Qi Ma, Sujit K. Ghosh

CoRR, 2021

2020

On empirical estimation of mode based on weakly dependent samples.

Bowen Liu, Sujit K. Ghosh

Comput. Stat. Data Anal., 2020

A Non-Iterative Quantile Change Detection Method in Mixture Model with Heavy-Tailed Components.

Yuantong Li, Qi Ma, Sujit K. Ghosh

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2018

On nonparametric estimation of the latent distribution for ordinal data.

Sujit K. Ghosh, Christopher B. Burns, Daniel L. Prager, Li Zhang, Glenn Hui

Comput. Stat. Data Anal., 2018

2014

Unimodal density estimation using Bernstein polynomials.

Bradley C. Turnbull, Sujit K. Ghosh

Comput. Stat. Data Anal., 2014

2013

A semiparametric approach to source separation using independent component analysis.

Ani Eloyan, Sujit K. Ghosh

Comput. Stat. Data Anal., 2013

2012

Shape restricted nonparametric regression with Bernstein polynomials.

J. Wang, Sujit K. Ghosh

Comput. Stat. Data Anal., 2012

Nonparametric regression models for right-censored data using Bernstein polynomials.

Muhtarjan Osman, Sujit K. Ghosh

Comput. Stat. Data Anal., 2012

2009

A stochastic neighborhood conditional autoregressive model for spatial data.

Gentry White, Sujit K. Ghosh

Comput. Stat. Data Anal., 2009

2008

Bayesian estimation and unit root tests for Random Coefficient AutoRegressive models.

Dazhe Wang, Sujit K. Ghosh

Model. Assist. Stat. Appl., 2008

2006

Study of Sub-Pixel Classification Algorithms for High Dimensionality Data Set.

A. Kumar, V. K. Dadhwal, Sujit K. Ghosh

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

2001

Essential Wavelets for Statistical Applications and Data Analysis.

Sujit K. Ghosh

Technometrics, 2001