François Fleuret

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Lecturer

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 is Research Scientist at Meta Fundamental AI Research in the Core Learning and Reasoning team, and Full Professor and head of the Machine Learning group in the department of Computer Science at the University of Geneva where he holds the chair of machine learning. He received his PhD in Mathematics from INRIA and the University of Paris VI in 2000, and his Habilitation degree in Mathematics from the University of Paris XIII in 2006.

He was Adjunct Professor at the EPFL from September 2019 to December 2024, but has no more affiliation to the EPFL since then.

He has published more than 130 papers in peer-reviewed international conferences and journals, and is the author of the Little Book of Deep Learning, downloaded more than 600'000 times as of July 2024. He was Associate Editor of the IEEE Transactions on Pattern Analysis and Machine Intelligence, from 2012 to 2022, serves as Area Chair for NeurIPS, ICML, AAAI, and ICCV, and in the program committees of many top-tier international conferences in machine learning and computer vision. He 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 sample efficiency.

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

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Administrative data

Fields of expertise

Statistical machine learning, Deep learning, Pattern recognition

Publications

Infoscience publications

Prompt and nonprompt ψ(2S) production in pPb collisions at √sNN=8.16 TeV

R. Aaij; A. S. W. Abdelmotteleb; C. Abellan Beteta; F. Abudinen; T. Ackernley et al.

Journal Of High Energy Physics. 2024-04-19. DOI : 10.1007/JHEP04(2024)111.

François Fleuret

Lecturer

Biography

Fields of expertise

Publications

Infoscience publications

Prompt and nonprompt ψ(2S) production in pPb collisions at √sNN=8.16 TeV

Erratum to: Search for CP violation in the phase space of D0 → π - π+π0 decays with the energy test

Measurement of Ξc+ production in pPb collisions at √sNN=8.16 TeV at LHCb

Amplitude Analysis of the B0 - K*0 μ+μ- Decay

Search for CP violation in the phase space of D0 → KS0K±π∓ decays with the energy test

Measurement of J/ψ-pair production in pp collisions at √s=13 TeV and study of gluon transverse-momentum dependent PDFs

Observation of Ξb0→ Ξc + Ds- and Ξb0 c D- s decays

Curvature-bias corrections using a pseudomass method

Measurement of the CKM angle γ in the B0→DK *0 channel using self-conjugate D→ KS0h+ h- decays

Observation of Cabibbo-Suppressed Two-Body Hadronic Decays and Precision Mass Measurement of the Ω0c Baryon

Study of Bc+ → χc π+ decays

A model-independent measurement of the CKM angle γ in partially reconstructed B±→D∗h± decays with D→K0Sh+h-(h=π,K)

Production of η and η' mesons in pp and pPb collisions

Helium identification with LHCb

Momentum scale calibration of the LHCb spectrometer

Measurement of prompt D+ and Ds+ production in pPb collisions at √sNN=5.02 TeV

Advancing Self-Supervised Deep Learning for 3D Scene Understanding

Safe Deep Neural Networks

Fast and Future: Towards Efficient Forecasting in Video Semantic Segmentation

Measurement of the CKM angle γ using the B±→ D*h± channels

Evidence for the decays B0→D¯(∗)0ϕ and updated measurements of the branching fractions of the B0s→D¯(∗)0ϕ decays

Observation of the decays B(s)0 → D(s1)(2536)∓K±

Measurement of the Λb0 → Λ(1520)μ+μ- Differential Branching Fraction

Measurement of CP asymmetries and branching fraction ratios of B- decays to two charm mesons

Observation of New Ω 0 cStates Decaying to the Ξc plus K- Final State

Study of the Bose-Einstein correlations of same-sign pions in proton-lead collisions

Search for CP violation in the phase space of D0→ π-π+π0 decays with the energy test

Measurement of the Ratios of Branching Fractions R(D*) and R(D0)

Evidence for Modification of b Quark Hadronization in High-Multiplicity pp Collisions at √s=13 TeV

Publisher Erratum: Open charm production and asymmetry in pNe collisions at √sNN =68.5 GeV (vol 83, 541, 2023)

Multidifferential study of identified charged hadron distributions in Z-tagged jets in proton-proton collisions at √s=13 TeV

Study of the B−→Λ_c+Λ¯_(c¯)K¯ decay

First Observation of a Doubly Charged Tetraquark and Its Neutral Partner

Search for the lepton-flavour violating decays B^0 -> K^(*0)τ^(±)µ^(∓)

Study of exclusive photoproduction of charmonium in ultra-peripheral lead-lead collisions

Measurement of the (Λ(c))^(+) to D^0 production ratio in peripheral PbPb collisions at √s(NN) = 5.02 TeV

Search for the lepton-flavour violating decays B0 -> K*0µ(±)e(∓) and B(s)0-> ϕµ(±)e(∓)

Amplitude analysis of the D+-> pi(-)pi(+)pi(+) decay and measurement of the pi(-)pi(+) S-wave amplitude

Measurement of the Z boson production cross-section in proton-lead collisions at root(NN)-N-s=8.16 TeV

Measurement of CP asymmetries in D(s)+ -> ηπ+ and D(s)+ -> η'π+ decays

Fraction of χc Decays in Prompt J/ ψ Production Measured in pPb Collisions at √SNN=8.16 TeV

HyperMixer: An MLP-based Low Cost Alternative to Transformers

ESLAM: Efficient Dense SLAM System Based on Hybrid Representation of Signed Distance Fields

Learning Robust and Adaptive Representations: from Interactions, for Interactions

Practical computational imaging by use of spatiotemporal light modulation: from simulations to applications in biological microscopy

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

Confidence Matters: Applications to Semantic Segmentation

Transformer Models for Vision

Measurement of lepton universality parameters in B+→K+ℓ+ℓ− and B0→K*0ℓ+ℓ− decays

Test of Lepton Universality in b→sℓ+ℓ− Decays

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 √sNN=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/ψ photoproduction in Pb-Pb peripheral collisions at √sNN=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/ψp and J/ψ¯p Systems in B0s→J/ψp¯p Decays

Identification of charm jets at LHCb

Measurement of prompt charged-particle production in pp collisions at √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

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