Search Results for author: G. Jogesh Babu

Found 4 papers, 0 papers with code

A Statistician Teaches Deep Learning

no code implementations29 Jan 2021 G. Jogesh Babu, David Banks, Hyunsoon Cho, David Han, Hailin Sang, Shouyi Wang

Deep learning (DL) has gained much attention and become increasingly popular in modern data science.

Cultural Vocal Bursts Intensity Prediction

AutoRegressive Planet Search: Methodology

no code implementations16 Jan 2019 Gabriel A. Caceres, Eric D. Feigelson, G. Jogesh Babu, Natalia Bahamonde, Alejandra Christen, Karine Bertin, Cristian Meza, Michel Curé

The ARPS methodology can be applied to both evenly spaced satellite light curves and densely cadenced ground-based photometric surveys.

Earth and Planetary Astrophysics

Statistical Methods for Astronomy

no code implementations9 May 2012 Eric D. Feigelson, G. Jogesh Babu

Applied statistics relevant to astronomical research are briefly discussed: nonparametric methods for use when little is known about the behavior of the astronomical populations or processes; data smoothing with kernel density estimation and nonparametric regression; unsupervised clustering and supervised classification procedures for multivariate problems; survival analysis for astronomical datasets with nondetections; time- and frequency-domain times series analysis for light curves; and spatial statistics to interpret the spatial distributions of points in low dimensions.

Instrumentation and Methods for Astrophysics Applications

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