Pierre Baldi

A Bayesian framework for the analysis of microarray expression data: regularized <i>t</i> -test and statistical inferences of gene changes

Pierre Baldi, Anthony D. Long · Bioinformatics · 2001 · 1.6K citations · Full text

Neural networks and principal component analysis: Learning from examples without local minima

Pierre Baldi, Kurt Hornik · Neural Networks · 1989 · 1.4K citations

Image Analysis, Machine Learning, Data Science +9

Bayesian surprise attracts human attention

Laurent Itti, Pierre Baldi · Vision Research · 2008 · 1.2K citations · Full text

Bayesian Statistic, Cognitive Science, Affective Computing +6

Prediction of protein stability changes for single‐site mutations using support vector machines

Jianlin Cheng, Arlo Randall, Pierre Baldi · Proteins Structure Function and Bioinformatics · 2005 · 1.2K citations

Searching for exotic particles in high-energy physics with deep learning

Pierre Baldi, Peter Sadowski, D. Whiteson · Nature Communications · 2014 · 1.2K citations · Full text

Engineering, Data Science, Physics +7