Sujit K. Ghosh

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 11

Top Topics

Density Estimation

Convex Quadratic

Top Venues

Comput. Stat. Data Anal.

Publications

Luming Chen, Sujit K. Ghosh
Fast Model Selection and Hyperparameter Tuning for Generative Models. Entropy 26 (2) (2024)
Qun Sui, Sujit K. Ghosh
Similarity-based active learning methods. Expert Syst. Appl. 251 (2024)
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
A Wearable System for Continuous Monitoring and Assessment of Speech, Gait, and Cognitive Decline for Early Diagnosis of ADRD. EMBC (2023)
Rahul Ghosal, Sujit K. Ghosh, Jacek Urbanek, Jennifer A. Schrack, Vadim Zipunnikov
Shape-constrained estimation in functional regression with Bernstein polynomials. Comput. Stat. Data Anal. 178 (2023)
Rahul Ghosal, Sujit K. Ghosh
Bayesian inference for generalized linear model with linear inequality constraints. Comput. Stat. Data Anal. 166 (2022)
Qi Ma, Sujit K. Ghosh
EMFlow: Data Imputation in Latent Space via EM and Deep Flow Models. CoRR (2021)
Luming Chen, Sujit K. Ghosh
Uncertainty quantification and estimation of closed curves based on noisy data. Comput. Stat. 36 (3) (2021)
Bowen Liu, Sujit K. Ghosh
On empirical estimation of mode based on weakly dependent samples. Comput. Stat. Data Anal. 152 (2020)
Yuantong Li, Qi Ma, Sujit K. Ghosh
A Non-Iterative Quantile Change Detection Method in Mixture Model with Heavy-Tailed Components. CoRR (2020)
Yuantong Li, Qi Ma, Sujit K. Ghosh
A Non-Iterative Quantile Change Detection Method in Mixture Model with Heavy-Tailed Components. KDD (2020)
Sujit K. Ghosh, Christopher B. Burns, Daniel L. Prager, Li Zhang, Glenn Hui
On nonparametric estimation of the latent distribution for ordinal data. Comput. Stat. Data Anal. 119 (2018)
Bradley C. Turnbull, Sujit K. Ghosh
Unimodal density estimation using Bernstein polynomials. Comput. Stat. Data Anal. 72 (2014)
Ani Eloyan, Sujit K. Ghosh
A semiparametric approach to source separation using independent component analysis. Comput. Stat. Data Anal. 58 (2013)
Muhtarjan Osman, Sujit K. Ghosh
Nonparametric regression models for right-censored data using Bernstein polynomials. Comput. Stat. Data Anal. 56 (3) (2012)
Gentry White, Sujit K. Ghosh
A stochastic neighborhood conditional autoregressive model for spatial data. Comput. Stat. Data Anal. 53 (8) (2009)
Dazhe Wang, Sujit K. Ghosh
Bayesian estimation and unit root tests for Random Coefficient AutoRegressive models. Model. Assist. Stat. Appl. 3 (4) (2008)
Sujit K. Ghosh
Essential Wavelets for Statistical Applications and Data Analysis. Technometrics 43 (1) (2001)