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 Associate Editor of the IEEE Transactions on Pattern Analysis and Machine Intelligence, serves as Area Chair for NeurIPS, AAAI, and ICCV, and in the program committee of many top-tier international conferences in machine learning and computer vision. He is member of the Electrical Engineering Doctoral Program Committee at EPFL, and was or is expert for multiple funding agencies.

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 IEL LIDIAP
ELE 136 (Bâtiment ELE)
Station 14
CH-1015 Lausanne

+41 21 693 40 88
EPFL > STI > IEL > 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

First observation of the decay Lambda(0)(b) -> eta(c) (1S)pK(-)

R. Aaij; C. A. Beteta; T. Ackernley; B. Adeva; M. Adinolfi et al.

Physical Review D. 2020-12-22. DOI : 10.1103/PhysRevD.102.112012.

François Fleuret

Adjunct Professor

Biography

Fields of expertise

Publications

Infoscience publications

First observation of the decay Lambda(0)(b) -> eta(c) (1S)pK(-)

Measurement of the relative branching fractions of B+ -> h(+) h('+) h('-) decays

Observation of structure in the J/psi-pair mass spectrum

Strong constraints on the b -> s gamma photon polarisation from B-0 -> K(*0)e(+)e(-) decays

Amplitude analysis of the B+ -> D+D-K+ decay

Model-Independent Study of Structure in B+ -> D+D-K+ Decays

Constraints on the K-S(0) -> mu(+) mu(-) Branching Fraction

Search for the doubly heavy Xi bc0 baryon via decays to D(0)pK(-)

Study of the lineshape of the chi(c1) (3872) state

Searches for low-mass dimuon resonances

Search for CP violation in Xi(+)(c) -> pK(-) pi(+) decays using model-independent techniques

First observation of the decay B-0 -> D-0(D)over-bar(0)K(+)pi(-)

Search for CP violation and observation of P violation in Lambda(0)(b) -> p pi(-) pi(+) pi(-) decays

Study of the psi(2)(3823) and chi(c1)(3872) states in B+->(J/psi pi(+)pi(-))K(+)decays

Measurement of the branching fraction of the decay B-s(0) -> (KSKS0)-K-0

Precision measurement of the B-c(+) meson mass

Erratum to: Updated measurement of time-dependent CP-violating observables in B-s(0) -> J/psi K+ K- decays (vol 79, 706, 2019)

Measurement of CP-Averaged Observables in the B-0 -> K-star 0 mu(+)mu(-) Decay

Observation of a new baryon state in the Lambda(0)(b)pi(+)pi(-) mass spectrum

Search for the lepton flavour violating decay B+ -> K+mu(-)tau(+) using Bs20 decays

Measurement of the Lambda(0)(b) -> J/psi Lambda angular distribution and the Lambda(0)(b) polarisation in pp collisions

Measurement of CP observables in B-+/- -> DK +/- and B-+/- -> D pi(+/-) with D -> KS0<mml:msup>K +/-</mml:msup><mml:msup>pi -/+</mml:msup> decays

Observation of New Xi(0)(c) Baryons Decaying to Lambda K-+(c)-

Search for the Rare Decays B-s(0) -> e(+) e(-) and B-0 -> e(+) e(-)

Measurement of vertical bar V-cb vertical bar with B-s(0) -> D-s(()*()-) mu(+)nu(mu) decays

Measurement off f(s)/f(u) Variation with Proton-Proton Collision Energy and B-Meson Kinematics

Observation of the semileptonic decay B+-> p(p)over-bar mu(+)nu(mu)

Measurement of CP violation in B-0 -> (DD -/+)-D-*+/- decays

Isospin Amplitudes in Lambda(0)(b) -> J/psi Lambda (Sigma(0)) and Xi(0)(b)-> J/psi Xi(0) (Lambda) Decays

Measurement of the eta(c)(1S) production cross-section in p p collisions at root s=13TeV

Measurement of psi (2S) production cross-sections in proton-proton collisions at v s=7 and 13 TeV

First Observation of Excited Omega(-)(b) States

Determination of quantum numbers for several excited charmed mesons observed in B- -> D*(+)pi(-) pi(-) decays

Study of gamma production in pPb collisions at root sNN = 8:16 TeV (vol 11, pg 194, 2018)

Precision measurement of the Xi(++)(cc) mass

Measurement of Xi(++)(cc) production in pp collisions at root s=13 TeV

Search for A ' -> mu(+)mu(-) Decays

Measurement of psi(2S) meson production in pp collisions at root s = 7TeV (vol 72, 2100, 2012)

Observation of Several Sources of CP Violation in B+ -> pi(+)pi(+)pi(-) Decays

Amplitude analysis of the B+ -> pi(+)pi(+)pi(-) decay

Updated measurement of decay-time-dependent CP asymmetries in D-0 -> K+ K- and D-0 -> pi(+)pi(-) decays

From Classical to Unsupervised-Deep-Learning Methods for Solving Inverse Problems in Imaging.

Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention

Optimizer Benchmarking Needs to Account for Hyperparameter Tuning

Gradient Alignment in Deep Neural Networks

Deep Generative Models and Applications

Learning stereo reconstruction with deep neural networks

Measurement of CP violation in the B-s(0)-> phi phi decay and search for the B-0 -> phi phi decay

Measurement of the B-c(-) meson production fraction and asymmetry in 7 and 13 TeV pp collisions

Search for Lepton-Flavor Violating Decays B+ -> K+ mu(+/-) e(-/+)

Amplitude Analysis of B-+/- -> pi(K+K-)-K-+/- Decays

Isospin amplitudes in $\Lambda_b^0\to J/\psi \Lambda(\Sigma^0)$ and $\Xi_b^0\to J/\psi \Xi^0(\Lambda)$ decays

Measurement of Charged Hadron Production in Z-Tagged Jets in Proton-Proton Collisions at root s=8 TeV

Search for the Lepton-Flavor-Violating Decays B-s(0) -> pi(+/-mu -/+) and B-0 -> tau(+/-mu -/+)

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

Precision measurement of the $\Xi_{cc}^{++}$ mass

Measurement of the electron reconstruction efficiency at LHCb

Observation of New Resonances in the Lambda(0)(b)pi(+)pi(-) System

Measurement of the CP-violating phase phi(s) from B-s(0) -> J/psi pi(+)pi(-) decays in 13 TeV pp collisions<bold> </bold>

A search for Xi(++)(cc) -> D(+)pK(-)pi(+) decays

Observation of the Lambda(0)(b) -> chi(c1) (3872)pK(-) decay

Measurements of CP asymmetries in charmless four-body Lambda(0)(b) and Xi(0)(b) decays

Measurement of b hadron fractions in 13 TeV pp collisions

Measurement of CP-Violating and Mixing-Induced Observables in B-s(0) -> phi gamma Decays

Search for the rare decay B+ -> mu(+) mu(-) mu(+)nu(mu)

Measurement of CP observables in the process B-0 -> DK*0 with two- and four-body D decays

Updated measurement of time-dependent CP-violating observables in B-s(0) -> J/psi K+K- decays

Precision measurement of the Lambda(+)(c), Xi(+)(c), and Xi(0)(c) baryon lifetimes

First Observation of the Radiative Decay Lambda(0 )(b)-> Lambda gamma

Near-threshold DD spectroscopy and observation of a new charmonium state

Amplitude analysis of the B0 (s)! K0K0 decays and measurement of the branching fraction of the B0! K0K0 decay

Measurement of the branching fraction and CP asymmetry in B plus . J/.. plus decays

Amplitude analysis of B-s(0) -> K-S(0) K-+/-pi(-/+) decays

Geometric Deep Learning for Volumetric Computational Fluid Dynamics