About
Discord Stateoftheart AI
GitHub

Publications

580

Cited by

10554

Patrick Gallinari

machine learninginformation retrievaldeep learningneural networks
University of Paris

France

Papers and Citations

1 - 50
SGD-QN: Careful quasi-Newton stochastic gradient descent
2009
Patrick Gallinari
Antoine Bordes
Leon Bottou
Cited by 354
Feature selection with neural networks
1999
Patrick Gallinari
Philippe LERAY
Cited by 253
Improved performance in protein secondary structure prediction by inhomogeneous score combination.
1999
C Geourjon
G Delé age
Patrick Gallinari
+1
Cited by 244
Solving multiclass support vector machines with LaRank
2007
Patrick Gallinari
Antoine Bordes
Leon Bottou
+1
Cited by 206
On the relations between discriminant analysis and multilayer perceptrons
1991
Patrick Gallinari
F Fogelman-Soulie
S Thiria
+1
Cited by 182
Ranking with ordered weighted pairwise classification
2009
Patrick Gallinari
Usunier Nicolas
D Buffoni
Cited by 179
Bayesian network model for semi-structured document classification
2004
Ludovic Denoyer
Patrick Gallinari
Cited by 145
Lshtc: A benchmark for large-scale text classification
2015
Nicolas Baskiotis
Eric Gaussier
Massih-Reza Amini
+6
Cited by 138
Variable selection with neural networks
1996
T Cibas
Sarunas Raudys
Françoise Fogelman Soulié
+1
Cited by 131
Temporal link prediction by integrating content and structure information
2011
Patrick Gallinari
Ludovic Denoyer
Sheng Gao
Cited by 121
Cross-domain recommendation via cluster-level latent factor model
2013
Patrick Gallinari
Sheng Gao
J Guo
+3
Cited by 120
Deep learning for physical processes: Incorporating prior scientific knowledge
2019
Emmanuel de B�zenac
Patrick Gallinari
Arthur PAJOT
Cited by 115
A framework for the cooperation of learning algorithms
1991
Patrick Gallinari
Leon Bottou
Cited by 109
Industrial applications of neural networks
1998
Patrick Gallinari
Françoise Fogelman Soulié
Cited by 106
The use of unlabeled data to improve supervised learning for text summarization
2002
Patrick Gallinari
Massih-Reza Amini
Cited by 106
Report on the XML Mining Track at INEX 2005 and INEX 2006
2006
Patrick Gallinari
Ludovic Denoyer
AM Vercoustre
Cited by 102
Representation learning for information diffusion through social networks: an embedded cascade model
2016
sylvain lamprier
Patrick Gallinari
S Bourigault
Cited by 101
Robust bloom filters for large multilabel classification tasks
2013
Usunier Nicolas
Moustapha M Cisse
Thierry Artieres
+2
Cited by 99
Learning social network embeddings for predicting information diffusion
2014
cedric lagnier
Ludovic Denoyer
sylvain lamprier
+2
Cited by 94
Learning latent representations of nodes for classifying in heterogeneous social networks
2014
Ludovic Denoyer
Patrick Gallinari
Y Jacob
Cited by 91
Online handwritten shape recognition using segmental hidden markov models
2007
sanparith marukatat
Thierry Artieres
Patrick Gallinari
Cited by 90
An MLP-SVM combination architecture for offline handwritten digit recognition
2003
Patrick Gallinari
Michel GILLOUX
A Bellili
Cited by 80
On the use of TDNN-extracted features information in talker identification
1991
Patrick Gallinari
Younès Bennani
Cited by 74
Report on the xml mining track at inex 2005 and inex 2006: categorization and clustering of xml documents
2007
Ludovic Denoyer
Patrick Gallinari
Cited by 74
Semi-supervised logistic regression
2002
Massih-Reza Amini
Patrick Gallinari
Cited by 70
BioASQ: a challenge on large-scale biomedical semantic indexing and question answering
2015
Georgios Paliouras
George Tsatsaronis
Axel-Cyrille Ngonga Ngomo
+8
Cited by 68
Automatic text summarization based on word-clusters and ranking algorithms
2005
Massih-Reza Amini
Patrick Gallinari
Usunier Nicolas
Cited by 68
Overview of the INEX 2008 XML mining track
2008
Ludovic Denoyer
Patrick Gallinari
Cited by 65
HMM-based passage models for document classification and ranking
2001
H Zaragoza
Patrick Gallinari
Ludovic Denoyer
Cited by 58
Connectionist approaches for automatic speaker recognition
1994
Younès Bennani
Patrick Gallinari
Cited by 55
Bayesian networks and INEX
2002
GE Faure
Benjamin Piwowarski
Patrick Gallinari
Cited by 55
A connectionist approach for automatic speaker identification
1990
Françoise Fogelman Soulié
Younès Bennani
Patrick Gallinari
Cited by 54
Unsupervised Learning with Term Clustering for Thematic Segmentation of Texts.
2004
M Caillet
JF Pessiot
Patrick Gallinari
+1
Cited by 54
Variable selection with optimal cell damage
1994
T Cibas
Sarunas Raudys
Françoise Fogelman Soulié
+1
Cited by 54
Structured multimedia document classification
2003
S Brunessaux
Jean-Noël Vittaut
Ludovic Denoyer
+1
Cited by 53
An hybrid MLP-SVM handwritten digit recognizer
2001
A Bellili
Michel GILLOUX
Patrick Gallinari
Cited by 53
Semi-supervised learning with explicit misclassification modeling
2003
Patrick Gallinari
Massih-Reza Amini
Cited by 51
Deep sequential neural network
2014
Patrick Gallinari
Ludovic Denoyer
Cited by 50
Neural networks for discrimination and modelization of speakers
1995
Younès Bennani
Patrick Gallinari
Cited by 50
Learning vector quantization, multi layer perceptron and dynamic programming: comparison and cooperation
1991
X Driancourt
Leon Bottou
Patrick Gallinari
Cited by 48
Neural nets and task decomposition
1991
S Thiria
M De Bollivier
Patrick Gallinari
Cited by 47
Semi-supervised learning with an imperfect supervisor
2005
Massih-Reza Amini
Patrick Gallinari
Cited by 46
Spatio-temporal neural networks for space-time series forecasting and relations discovery
2017
Ali Ziat
A Ziat
Edouard Delasalles
+2
Cited by 45
On the (non-) existence of convex, calibrated surrogate losses for ranking
2012
Usunier Nicolas
Patrick Gallinari
C Calauzenes
Cited by 44
Learning" Generalization/Specialization" Relations between Concepts-Application for Automatically Building Thematic Document Hierarchies.
2004
HN Fotzo
Patrick Gallinari
Cited by 44
A cross-domain recommendation model for cyber-physical systems
2013
S Li
Z Ma
J Guo
+4
Cited by 44
Stroke level HMMs for on-line handwriting recognition
2002
Thierry Artieres
Patrick Gallinari
Cited by 42
Generalization error bounds for classifiers trained with interdependent data
2006
Massih-Reza Amini
Usunier Nicolas
Patrick Gallinari
Cited by 42
Ranking with non-random missing ratings: influence of popularity and positivity on evaluation metrics
2012
B Pradel
Patrick Gallinari
Usunier Nicolas
Cited by 41
Statistical machine learning for tracking hypermedia user behavior
2003
S Bidel
L Lemoine
F Piat
+2
Cited by 40