Arkaprava Roy

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 7

Top Topics

Multivariate Time Series

Spatial Patterns

Density Estimation

Multivariate Gaussian

Top Venues

COMPLEX NETWORKS (3)

Stat. Anal. Data Min.

J. Comput. Graph. Stat.

Publications

Arkaprava Roy, Abhra Sarkar
Bayesian semiparametric multivariate density deconvolution via stochastic rotation of replicates. Comput. Stat. Data Anal. 182 (2023)
Pietro Hiram Guzzi, Arkaprava Roy, Francesca Cortese, Pierangelo Veltri
Non Parametric Differential Network Analysis for Biological Data. COMPLEX NETWORKS (3) (2023)
Arkaprava Roy, Subhashis Ghosal
Optimal Bayesian smoothing of functional observations over a large graph. J. Multivar. Anal. 189 (2022)
Arkaprava Roy, Jana Schaich Borg, David B. Dunson
Bayesian time-aligned factor analysis of paired multivariate time series. J. Mach. Learn. Res. 22 (2021)
Arkaprava Roy
Multivariate Gaussian RBF-net for smooth function estimation and variable selection. Stat. Anal. Data Min. 14 (5) (2021)
Arkaprava Roy, Brian J. Reich, Joseph Guinness, Russell T. Shinohara, Ana-Maria Staicu
Spatial Shrinkage Via the Product Independent Gaussian Process Prior. J. Comput. Graph. Stat. 30 (4) (2021)
Soumitra Ghosh, Arkaprava Roy, Asif Ekbal, Pushpak Bhattacharyya
EmotionGIF-IITP-AINLPML: Ensemble-based Automated Deep Neural System for predicting category(ies) of a GIF response. CoRR (2020)