List of works - Mario Marchand

A PAC-Bayes Risk Bound for General Loss Functions ⬇️

scientific article published in January 2007

A PAC-Bayes approach to the Set Covering Machine ⬇️

scientific article published in January 2006

From PAC-Bayes Bounds to KL Regularization ⬇️

scientific article published in January 2009

HIV-1 coreceptor usage prediction without multiple alignments: an application of string kernels

scientific article published on 04 December 2008

Interpretable genotype-to-phenotype classifiers with performance guarantees

scientific article published on 11 March 2019

Learning Stochastic Perceptrons Under k-Blocking Distributions ⬇️

scientific article published in January 1995

Learning a peptide-protein binding affinity predictor with kernel ridge regression

scientific article

MHC-NP: predicting peptides naturally processed by the MHC.

scientific article published on 18 October 2013

Machine learning assisted design of highly active peptides for drug discovery

scientific article (publication date: April 2015)

Multilabel Structured Output Learning with Random Spanning Trees of Max-Margin Markov Networks ⬇️

scientific article published in January 2014

On Learning µ-Perceptron Networks with Binary Weights ⬇️

scientific article published in January 1993

PAC-Bayes Bounds for the Risk of the Majority Vote and the Variance of the Gibbs Classifier ⬇️

scientific article published in January 2007

PAC-Bayes Learning of Conjunctions and Classification of Gene-Expression Data ⬇️

scientific article published in January 2005

Predicting Ion Mobility Collision Cross-Sections Using a Deep Neural Network: DeepCCS

article

Predictive computational phenotyping and biomarker discovery using reference-free genome comparisons.