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List of works by Isabelle Guyon

A Survey on Deep Learning Based Approaches for Action and Gesture Recognition in Image Sequences

scholarly article published May 2017

A stability based method for discovering structure in clustered data

A stability based method for discovering structure in clustered data.

scientific article

A training algorithm for optimal margin classifiers

scientific article published in 1992

An automated, sheathless capillary electrophoresis-mass spectrometry platform for discovery of biomarkers in human serum

scientific article published on 01 April 2005

Analysis of the IJCNN 2007 agnostic learning vs. prior knowledge challenge

scientific article

Analysis of the IJCNN 2011 UTL challenge ⬇️

scientific article published on February 14, 2012

Automatic Capacity Tuning of Very Large VC-Dimension Classifiers ⬇️

scientific article published in January 1993

Biases in feature selection with missing data

scientific article published in February 2019

CSMMI: Class-Specific Maximization of Mutual Information for Action and Gesture Recognition

scientific article published on 3 June 2014

ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overview

ChaLearn Looking at People Challenge 2014: Dataset and Results

scientific article published in 2015

ChaLearn Looking at People: IsoGD and ConGD Large-Scale RGB-D Gesture Recognition

scientific article published on 20 August 2020

ChaLearn looking at people 2015 new competitions: Age estimation and cultural event recognition

article

ChaLearn multi-modal gesture recognition 2013

scientific article published in 2013

Challenges in Multi-modal Gesture Recognition

scientific article published in 2017

Codabench: Flexible, easy-to-use, and reproducible meta-benchmark platform

scientific article published in 2022

Deep Learning for Action and Gesture Recognition in Image Sequences: A Survey

scientific article published in 2017

Deep Statistical Solvers ⬇️

Design and Analysis of the NIPS2003 Challenge

scholarly article

Design of an explainable machine learning challenge for video interviews

scientific article published in May 2017

Design of the first neuronal connectomics challenge: From imaging to connectivity

Detecting stable clusters using principal component analysis

scientific article

Gene Selection for Cancer Classification using Support Vector Machines

article

Guest Editorial: Apparent Personality Analysis

scientific article published in July 2018

Guest Editorial: The Computational Face

scientific article published in November 2018

High Order Neural Networks for Efficient Associative Memory Design ⬇️

Multi-modal gesture recognition challenge 2013

scientific article published in 2013

Neural Network Implementation of Admission Control ⬇️

scientific article published in January 1991

Neural Network Recognizer for Hand-Written Zip Code Digits ⬇️

scientific article published in January 1989

Recognition-based Segmentation of On-Line Hand-printed Words ⬇️

scientific article published in January 1993

Result Analysis of the NIPS 2003 Feature Selection Challenge ⬇️

scientific article published in January 2005

Signature Verification using a "Siamese" Time Delay Neural Network ⬇️

scientific article published in January 1994

Structural Risk Minimization for Character Recognition ⬇️

scientific article published in January 1992

The Higgs Machine Learning Challenge

scholarly article by C Adam-Bourdarios et al published 23 December 2015 in Journal of Physics: Conference Series

The Problem of Fairness in Synthetic Healthcare Data

scientific article published on 06 September 2021

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