François Denis

Publication Activity (10 Years)

Years Active: 1990-2019
Publications (10 Years): 3

Top Topics

Picture Languages

Reduced Dimensionality

Grammatical Inference

Learning Problems

Top Venues

J. Comput. Syst. Sci.

J. Mach. Learn. Res.

Publications

Raphaël Bailly, Guillaume Rabusseau, François Denis
Recognizable series on graphs and hypergraphs. J. Comput. Syst. Sci. 104 (2019)
Denis Arrivault, Dominique Benielli, François Denis, Rémi Eyraud
Sp2Learn: A Toolbox for the Spectral Learning of Weighted Automata. ICGI (2016)
François Denis, Mattias Gybels, Amaury Habrard
Dimension-free Concentration Bounds on Hankel Matrices for Spectral Learning. J. Mach. Learn. Res. 17 (2016)
Raphaël Bailly, François Denis, Guillaume Rabusseau
Recognizable Series on Hypergraphs. LATA (2015)
François Denis, Mattias Gybels, Amaury Habrard
Dimension-free Concentration Bounds on Hankel Matrices for Spectral Learning. ICML (2014)
Mattias Gybels, François Denis, Amaury Habrard
Some improvements of the spectral learning approach for probabilistic grammatical inference. ICGI (2014)
Raphaël Bailly, François Denis, Guillaume Rabusseau
Recognizable Series on Hypergraphs. CoRR (2014)
Guillaume Rabusseau, François Denis
Maximizing a Tree Series in the Representation Space. ICGI (2014)
Guillaume Rabusseau, François Denis
Learning Negative Mixture Models by Tensor Decompositions. CoRR (2014)
François Denis, Mattias Gybels, Amaury Habrard
Dimension-free Concentration Bounds on Hankel Matrices for Spectral Learning. CoRR (2013)
Raphaël Bailly, François Denis
Absolute convergence of rational series is semi-decidable. Inf. Comput. 209 (3) (2011)
Raphaël Bailly, Amaury Habrard, François Denis
A Spectral Approach for Probabilistic Grammatical Inference on Trees. ALT (2010)
Raphaël Bailly, François Denis, Liva Ralaivola
Grammatical inference as a principal component analysis problem. ICML (2009)
Raphaël Bailly, François Denis
Absolute Convergence of Rational Series Is Semi-decidable. LATA (2009)
François Denis, Amaury Habrard, Rémi Gilleron, Marc Tommasi, Édouard Gilbert
On Probability Distributions for Trees: Representations, Inference and Learning CoRR (2008)
François Denis, Édouard Gilbert, Amaury Habrard, Faissal Ouardi, Marc Tommasi
Relevant Representations for the Inference of Rational Stochastic Tree Languages. ICGI (2008)
François Denis, Yann Esposito
On Rational Stochastic Languages. Fundam. Informaticae 86 (1-2) (2008)
Christophe Nicolas Magnan, Cécile Capponi, François Denis
A Protocol to Detect Local Affinities Involved in Proteins Distant Interactions. BIBM (2007)
François Denis, Amaury Habrard
Learning Rational Stochastic Tree Languages. ALT (2007)
François Denis, Yann Esposito, Amaury Habrard
Learning rational stochastic languages CoRR (2006)
François Denis, Christophe Nicolas Magnan, Liva Ralaivola
Efficient learning of Naive Bayes classifiers under class-conditional classification noise. ICML (2006)
François Denis, Yann Esposito
Rational stochastic languages CoRR (2006)
Liva Ralaivola, François Denis, Christophe Nicolas Magnan
CN = CPCN. ICML (2006)
Amaury Habrard, François Denis, Yann Esposito
Using Pseudo-Stochastic Rational Languages in Probabilistic Grammatical Inference CoRR (2006)
François Denis, Yann Esposito, Amaury Habrard
Learning Rational Stochastic Languages. COLT (2006)
Amaury Habrard, François Denis, Yann Esposito
Using Pseudo-stochastic Rational Languages in Probabilistic Grammatical Inference. ICGI (2006)
Pierre Dupont, François Denis, Yann Esposito
Links between probabilistic automata and hidden Markov models: probability distributions, learning models and induction algorithms. Pattern Recognit. 38 (9) (2005)
François Denis, Rémi Gilleron, Fabien Letouzey
Learning from positive and unlabeled examples. Theor. Comput. Sci. 348 (1) (2005)
François Denis, Yann Esposito
Learning Classes of Probabilistic Automata. COLT (2004)
François Denis, Aurélien Lemay, Alain Terlutte
Learning regular languages using RFSAs. Theor. Comput. Sci. 313 (2) (2004)
François Denis, Olivier Gascuel
On the consistency of the minimum evolution principle of phylogenetic inference. Discret. Appl. Math. 127 (1) (2003)
François Denis, Yann Esposito
Residual Languages and Probabilistic Automata. ICALP (2003)
François Denis, Aurélien Lemay, Alain Terlutte
Residual Finite State Automata. Fundam. Informaticae 51 (4) (2002)
Yann Esposito, Aurélien Lemay, François Denis, Pierre Dupont
Learning Probabilistic Residual Finite State Automata. ICGI (2002)
François Denis, Aurélien Lemay, Alain Terlutte
Some Classes of Regular Languages Identifiable in the Limit from Positive Data. ICGI (2002)
François Denis, Aurélien Lemay, Alain Terlutte
Learning Regular Languages Using RFSA. ALT (2001)
François Denis
Learning Regular Languages from Simple Positive Examples. Mach. Learn. 44 (1/2) (2001)
François Denis, Aurélien Lemay, Alain Terlutte
Residual Finite State Automata. STACS (2001)
François Denis, Rémi Gilleron
PAC Learning under Helpful Distributions. RAIRO Theor. Informatics Appl. 35 (2) (2001)
François Denis, Aurélien Lemay, Alain Terlutte
Learning Regular Languages Using Non Deterministic Finite Automata. ICGI (2000)
Fabien Letouzey, François Denis, Rémi Gilleron
Learning from Positive and Unlabeled Examples. ALT (2000)
François Denis
Finding a Minimal 1-DNF Consistent with a Positive Sample is LOGSNP-Complete. Inf. Process. Lett. 69 (1) (1999)
Francesco De Comité, François Denis, Rémi Gilleron, Fabien Letouzey
Positive and Unlabeled Examples Help Learning. ALT (1999)
François Denis
PAC Learning from Positive Statistical Queries. ALT (1998)
François Denis, Rémi Gilleron
PAC Learning under Helpful Distributions. ALT (1997)
François Denis, Cyrille D'Halluin, Rémi Gilleron
PAC Learning with Simple Examples. STACS (1996)
François Denis, Jean-Paul Delahaye
Is there an Axiomatic Semantics for Standard Pure Prolog. Theor. Comput. Sci. 82 (2) (1991)
François Denis, Jean-Paul Delahaye
Unfolding, Procedural and Fixpoint Semantics of Logic Programs. JTASPEFT/WSA (1991)
François Denis, Jean-Paul Delahaye
Unfolding, Procedural and Fixpoint Semantics of Logic Programs. STACS (1991)
Jean-Paul Delahaye, François Denis
Operational semantics of Standard Prolog: an axiomatic approach. SPLT (1990)