François Fleuret

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Adjunct Professor

francois.fleuret@epfl.ch +41 21 693 40 88 https://fleuret.org/francois/

Citizenship: Swiss, French

Birth date: 10.01.1972

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Biography

François Fleuret got a PhD in Mathematics from INRIA and the University of Paris VI in 2000, and an Habilitation degree in Mathematics from the University of Paris XIII in 2006.

He is Full Professor in the department of Computer Science at the University of Geneva, and Adjunct Professor in the School of Engineering of the École Polytechnique Fédérale de Lausanne. He has published more than 80 papers in peer-reviewed international conferences and journals.

He is the inventor of several patents in the field of machine learning, and co-founder of Neural Concept SA, a company specializing in the development and commercialization of deep learning solutions for engineering design.

His main research interest is machine learning, with a particular focus on computational aspects and small sample learning.

EPFL STI IEM LIDIAP
ELD 241 (Bâtiment ELD)
Station 11
CH-1015 Lausanne

+41 21 693 40 88
EPFL > STI > IEM > LIDIAP

Web site: Web site: https://idiap.epfl.ch/

+41 21 693 40 88
EPFL > STI > STI-SEL > SEL-ENS

+41 21 693 40 88
EPFL > VPA > VPA-AVP-PGE > AVP-PGE-EDOC > EDEE-ENS

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Administrative data

Fields of expertise

Statistical machine learning, Deep learning, Pattern recognition

Publications

Infoscience publications

Unsupervised Electrofacies Clustering Based on Parameterization of Petrophysical Properties: A Dynamic Programming Approach

K. Sinnathamby; C. -Y. Hou; V.-M. Gkortsas; L. Venkataramanan; H. B. Datir et al.

Petrophysics. 2023-04-01. DOI : 10.30632/PJV64N2-2023a1.

François Fleuret

Adjunct Professor

Biography

Fields of expertise

Publications

Infoscience publications

Unsupervised Electrofacies Clustering Based on Parameterization of Petrophysical Properties: A Dynamic Programming Approach

Confidence Matters: Applications to Semantic Segmentation

Transformer Models for Vision

Angular Analysis of D0 -> x plus x-mu plus mu- and D0 -> K plus K-mu plus mu- Decays and Search for CP Violation

Measurement of the charm mixing parameter y(CP)-y(CP)(K pi) using two-body D-0 meson decays

Observation of the Decay Lambda(0)(b) -> Lambda(+)(c) tau(-)(nu)over-bar(tau)

Tests of Lepton Universality Using B-0 -> K(S)(0)l(+) l(-) and B+ -> K*(+)l(+)l(-) Decays

Search for the decay B-0 -> phi mu(+) mu(-)

Observation of the doubly charmed baryon decay Xi(++)(cc) -> Xi(c)'(+)pi(+)

Centrality determination in heavy-ion collisions with the LHCb detector

Search for massive long-lived particles decaying semileptonically at root s=13 TeV

Observation of Two New Excited Ξ 0 b States Decaying to Λ 0 b K − π +

Observation of the B-0 -> (D)over-bar*K-0(+) pi(-) and B-s(0) -> (D)over-bar*K-0(-)pi(+) decays

Study of charmonium and charmonium-like contributions in B+ -> J/psi eta K+ decays

Measurement of the Nuclear Modification Factor and Prompt Charged Particle Production in p-Pb and pp Collisions at root s(NN )=5 TeV

Observation of Lambda b(0) -> D(+)p pi(-)pi(-) and Lambda b(0) -> D-*+p pi(-)pi(-) decays

Searches for rare B-s(0) and B-0 decays into four muons

Measurement of the lifetimes of promptly produced Omega(0)(c) and Xi(9)(c) baryons

J/psi photoproduction in Pb-Pb peripheral collisions at root S-NN=5 TeV

Test of lepton universality in beauty-quark decays

Study of Z Bosons Produced in Association with Charm in the Forward Region

Evidence for a New Structure in the J/psi p and J/psi(p)over-bar Systems in B-s(0) -> J/psi p(p)over-bar Decays

Identification of charm jets at LHCb

Measurement of prompt charged-particle production in pp collisions at root s=13 TeV

Analysis of Neutral B-Meson Decays into Two Muons

Measurement of chi(c1) (3872) production in proton-proton collisions at root s=8 and 13 TeV

Search for the radiative Xi(-)(b) -> Xi(-)gamma decay

Study of B-c(+) decays to charmonia and three light hadrons

Measurement of the W boson mass

Precise determination of the B-s(0)-B-s(-0) oscillation frequency

GeoNeRF: Generalizing NeRF with Geometry Priors

Efficient Transformer-Based Speech Recognition

Stop Wasting my FLOPS: Improving the Efficiency of Deep Learning Models

Measurement of the B-s(0) -> mu(+)mu(-) decay properties and search for the B-0 -> mu(+)mu(-) and B-s(0) -> mu(+)mu(-) gamma decays

Observation of the suppressed Lambda(0)(b) -> DpK(-) decay with D -> K+ pi(-) and measurement of its CP asymmetry

Simultaneous determination of CKM angle gamma and charm mixing parameters

Updated search for B-c(+) decays to two charm mesons

Search for the doubly charmed baryon Xi(+)(cc) in the Xi(+)(c)pi(-)pi(+) final state

Observation of excited Omega(0)(c) baryons in Omega(-)(b) -> Xi(+)(c) K-pi(-) decays

Measurement of J/psi production cross-sections in pp collisions at root s=5 TeV

Angular analysis of the rare decay B-s(0) -> phi mu(+)mu(-)

First measurement of the CP-violating phase in B-s(0) -> J/Psi (-> e(+) e(-))phi decays

Search for time-dependent CP violation in D-0 -> K+K- and D-0 -> pi(+)pi(-) decays

Observation of a Lambda(0)(b) - (Lambda)over-bar(b)(0) production asymmetry in proton-proton collisions at root s=7 and 8 TeV

Branching Fraction Measurements of the Rare B-s(0) -> phi mu(+)mu(-) and B-s(0)-> f(2)' (1525)mu(+)mu(-) Decays

Search for the doubly charmed baryon Omega(+)(cc)

Search for CP violation in Xi(-)(b) -> pK(-)K(-) decays

Observation of the Mass Difference Between Neutral Charm-Meson Eigenstates

Search for the doubly heavy baryons Omega(0)(bc) and Xi(0)(bc) decaying to Lambda(+)(c)pi(-) and Xi(+)(c)pi-

Measurement of CP asymmetry in D-0 -> (KSKS0)-K-0 decays

Precise measurement of the f(s)/f(d) ratio of fragmentation fractions and of B-s(0) decay branching fractions

Observation of New Resonances Decaying to J=Psi K plus and J=Psi phi

Evidence of a J/psi Lambda structure and observation of excited Xi(-) states in the Xi(-)(b) -> J/psi Lambda K- decay

Observation of new excited Bs0 states

Angular analysis of <mml:msup>B0</mml:msup>-><mml:msup>D-</mml:msup>Ds+ with Ds+-> Ds+gamma decays

Measurement of the prompt-production cross-section ratio sigma(chi(c2))/sigma(chi(c1)) in pPb collisions at root s(NN)=8.16 TeV

Searches for 25 rare and forbidden decays of D+ and Ds+ mesons

Search for CP violation in D-(s)(+) -> h(+) pi(0) and decays D-(s)(+) -> h(+) eta decays

Observation of the decay Lambda b0 -> chi(c1)p pi(-)

Angular Analysis of the B+ -> K*(+)mu(+) mu(-) Decay

Study of B-s(0) -> J/psi pi(+)pi-K+K- decays (vol 2, 024, 2021)

Observation of the Lambda(0)(b) -> Lambda+cK+K-pi(-) decay

Measurement of the branching fraction of the <mml:msup>B0</mml:msup>-> Ds+<mml:msup>pi-</mml:msup> decay

Search for the rare decay B-0 -> J/psi phi

Search for long-lived particles decaying to e(+/-)mu(-/+)nu

Measurement of the CKM angle <it>gamma</it> and Bs0-B<overbar></mml:mover>s0 mixing frequency with Bs0 -> Ds -/+<mml:msup>h +/-</mml:msup><mml:msup>pi +/-</mml:msup><mml:msup>pi<mml:mo>-/+</mml:msup> decays

Observation of the Bs0 -> (DD -/+)-D-*+/- decay

Observation of CP violation in two-body B-(s)(0)-meson decays to charged pions and kaons

Observation of Multiplicity Dependent Prompt chi(c1) (3872) and psi (2S) Production in pp Collisions

Measurement of CP Violation in the Decay B plus -> K+ pi(0)

Search for heavy neutral leptons in W plus . mu plus mu +/- jet decays

First Observation of the Decay B-s(0) -> K-mu(+)nu(mu) and a Measurement of vertical bar V-ub vertical bar/vertical bar V-cb vertical bar

Measurement of the CKM angle gamma in B-+/- -> DK +/- and B-+/- -> D pi(+/-) decays with D -> K(S)(0)h(+)h(-)

Measurement of differential b(b)over-barand c(c)over-bar-dijet cross-sections in the forward region of pp collisions at root s=13 TeV

Observation of the B-0 -> (D)over-barK-0(+) pi(-) and B-s(0) -> (D)over-barK-0(-)pi(+) decays

Measurement of branching fraction ratios for B+ -> D+D-K+, B+ -> D-D+K+, and B-0 -> (D*-DK+)-K-0 decays

Observation of the B-0 -> (D)over-barK-0(+) pi(-) and B-s(0) -> (D)over-barK-0(-)pi(+) decays