REMEDI: Corrective Transformations for Improved Neural Entropy Estimation

Authors: Nilsson, Viktor, Samaddar, Anirban, Madireddy, Sandeep, Nyquist, Pierre

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning, 94A17 (Primary) 68T01, 94A08 (Secondary)

Access URL: http://arxiv.org/abs/2402.05718

Sparsity-Inducing Categorical Prior Improves Robustness of the Information Bottleneck

Authors: Samaddar, Anirban, Madireddy, Sandeep, Balaprakash, Prasanna, Maiti, Tapabrata, Campos, Gustavo de los, Fischer, Ian

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning, Statistics - Methodology

Access URL: http://arxiv.org/abs/2203.02592

Bayesian hierarchical hypothesis testing in large-scale genome-wide association analysis.

Authors: Samaddar, Anirban¹, Maiti, Tapabrata¹, de los Campos, Gustavo^1,2,3

Source: Genetics. Dec2024, Vol. 228 Issue 4, p1-12. 12p.

Subject Terms: *STATISTICAL models, *DATA analysis, *GENOME-wide association studies, *RESEARCH funding, *COMPUTER software, *PROBABILITY theory, *SAMPLE size (Statistics), *SIMULATION methods in education, *STATISTICS, *ALGORITHMS, *GENOTYPES, *SINGLE nucleotide polymorphisms

Company/Entity: UK Biobank Ltd.

This result is not displayed to guests.
Login for full access.

Fine mapping and accurate prediction of complex traits using Bayesian Variable Selection models applied to biobank-size data

Authors: de los Campos, Gustavo, Grueneberg, Alexander, Funkhouser, Scott, Pérez-Rodríguez, Paulino, Samaddar, Anirban

Source: European Journal of Human Genetics: EJHG; 20220101, Issue: Preprints p1-8, 8p