A Markov Chain Monte Carlo version of the genetic algorithm Differential Evolution: easy Bayesian computing for real parameter spaces

Statistics and Computing

Approximate Bayesian computational methods

Jean‐Michel Marin, Pierre Pudlo et al. 2011-10-20 · Read paper → Statistics and Computing

A tutorial on adaptive MCMC

Christophe Andrieu, Johannes Thoms 2008-12-01 · Read paper → Statistics and Computing

Correlation and variable importance in random forests

Baptiste Gregorutti, Bertrand Michel, Philippe Pierre 2016-03-23 · Read paper → Statistics and Computing

Estimation of prediction error by using K-fold cross-validation

Tadayoshi Fushiki 2009-10-08 · Read paper → Statistics and Computing

DRAM: Efficient adaptive MCMC

Heikki Haario, Marko Laine et al. 2006-10-12 · Read paper → Statistics and Computing

Understanding predictive information criteria for Bayesian models

Andrew Gelman, Jessica Park Hwang, Aki Vehtari 2013-08-19 · Read paper → Statistics and Computing

Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC

Aki Vehtari, Andrew Gelman, Jonah Gabry 2016-08-30 · Read paper → Statistics and Computing

A tutorial on spectral clustering

Ulrike von Luxburg 2007-08-21 · Read paper →

A review on consensus algorithm of blockchain

Du Mingxiao, Xiaofeng Ma et al. 2017-10-01 · Read paper → International Journal of Cancer

A novel algorithm for reliable detection of human papillomavirus in paraffin embedded head and neck cancer specimen

Serge J. Smeets, Albertus T. Hesselink et al. 2007-08-06 · Read paper → Arteriosclerosis Thrombosis and Vascular

Oxidized Low-Density Lipoprotein Induces Long-Term Proinflammatory Cytokine Production and Foam Cell Formation via Epigenetic Reprogramming of Monocytes

Siroon Bekkering, Jessica Quintin et al. 2014-06-06 · Read paper → APSIPA Transactions on Signal and Inform

A tutorial survey of architectures, algorithms, and applications for deep learning

Li Deng 2014-01-01 · Read paper →