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Research projects

Scientific research

  • Sample complexity for inverse problems in PDE

    Unit CHarML
    Leading scientist Giovanni S. Alberti
    Role within the project Principal Investigator
    Duration 2022 - 2027
    Sponsors EU | ERC StG
    Total funding 1.15 M€
  • Integrating network science and explainable AI to forecast the impact of climate change on infectious disease risk

    Theme Machine Learning for Health
    Unit LCSL
    Leading scientist Annalisa Barla
    Role within the project Head of unit
    Duration 2023 - 2025
    Sponsors MIUR ¦ PRIN
    Total funding 250 k€
  • Physics informed algorithms for sensing and navigating turbulent environments

    Unit PiMLB
    Leading scientist Agnese Seminara
    Role within the project Principal Investigator
    Duration 2021 - 2025
    Sponsors EU | ERC CoG
    Total funding 1.98 M€
  • Navigation with complex odor dynamics: computational principles and neural circuit implementation in mice

    Unit PiMLB
    Leading scientist Agnese Seminara
    Role within the project co-Principal Investigator
    Duration 2021 - 2025
    Sponsors NIH | RO1
    Total funding 322 k€
  • ML4IP

    Reliable and efficient machine learning for inverse problems

    Unit LCSL
    Leading scientist Lorenzo Rosasco
    Role within the project Principal Investigator
    Duration 2022 - 2025
    Sponsors FARE 2020
    Total funding 300 k€
  • SLING

    Efficient algorithms for sustainalble machine learning

    Unit LCSL
    Leading scientist Lorenzo Rosasco
    Role within the project Principal Investigator
    Duration 2019 - 2024
    Sponsors EU | ERC CoG
    Total funding 1.98 M€
  • ARIA-ML

    Adaptive, robust and Informed algorithms for modern machine learning

    Unit LCSL
    Leading scientist Silvia Villa
    Role within the project Principal Investigator
    Duration 2022 - 2024
    Sponsors AFOSR
    Total funding 250 k€
  • Traning data driven experts in optimization

    Unit LCSL
    Leading scientist Silvia Villa
    Role within the project Principal Investigator
    Duration 2020 - 2024
    Sponsors EU | MSCA ITN ETN
    Total funding 3.77 M€
  • CLOSED

    Dynamics of cell polarity establishment

    Unit PiMLB
    Leading scientist Agnese Seminara
    Role within the project co-Principal Investigator
    Duration 2019 - 2023
    Sponsors ANR
    Total funding 132 k€
  • CLOSED

    Cognitively-inspired architectures for human motion understanding

    Unit MLV
    Leading scientist Nicoletta Noceti
    Role within the project Principal Investigator
    Duration 2020 - 2023
    Sponsors AFOSR
    Total funding 163 k€
  • CLOSED

    Machine learning approaches to navigate turbulence

    Unit PiMLB
    Leading scientist Agnese Seminara
    Role within the project Collaborator
    Duration 2020 - 2023
    Sponsors AFOSR
    Total funding 160 k€
  • CLOSED

    Joint lab

    Unit LCSL
    Leading scientist Lorenzo Rosasco
    Role within the project Principal Investigator
    Duration 2018 - 2023
    Sponsors Simula
    Total funding 300 k€
  • CLOSED

    Machine Learning for Inverse Problems

    Unit CHarML
    Leading scientist Giovanni S. Alberti, Matteo Santacesaria
    Role within the project co-Principal Investigator
    Duration 2020 - 2023
    Sponsors AFOSR
    Total funding 220 k€
  • CLOSED

    Compressed sensing for inverse problems in PDE

    Unit CHarML
    Leading scientist Giovanni S. Alberti
    Role within the project Principal Investigator
    Duration 2021 - 2023
    Sponsors UniGe
    Total funding 85 k€
  • CLOSED
    NoMADS

    NoMADS

    Unit LCSL
    Leading scientist Lorenzo Rosasco
    Role within the project Principal Investigator
    Duration 2018 - 2022
    Sponsors EU | MSCA-RISE
    Total funding 17.4 k€
  • CLOSED

    Optimization for Machine Learning: from Robustness to Regularization

    Unit LCSL
    Leading scientist Lorenzo Rosasco
    Role within the project Principal Investigator
    Duration 2018 - 2022
    Sponsors AFOSR
    Total funding 200 k€
  • CLOSED
    NoMADS

    Nonlocal Methods for Arbitrary Data Sources

    Unit LCSL
    Leading scientist Lorenzo Rosasco
    Role within the project Head of unit
    Duration 2017 - 2022
    Sponsors EU | MSCA-RISE
    Total funding 40 k€
  • CLOSED

    Stairway to elders: bridging space, time and emotions in their social environment for wellbeing

    Unit MLV
    Leading scientist Nicoletta Noceti
    Role within the project Head of unit
    Duration 2019 - 2021
    Sponsors CARIPLO
    Total funding 50 k€
  • CLOSED

    Joint lab

    Unit LCSL
    Leading scientist Lorenzo Rosasco
    Role within the project Principal Investigator
    Duration 2019 - 2021
    Sponsors Axpo
    Total funding 135 k€
  • CLOSED

    Infinite-dimensional inverse problems with finite measurements

    Unit CHarML
    Leading scientist Giovanni S. Alberti
    Role within the project Principal Investigator
    Duration 2019 - 2021
    Sponsors UniGe Starting grant
    Total funding 59.5 k€
  • CLOSED
    MOREorLESS

    Learning to analyse human motion with a markerless approach

    Unit MLV
    Leading scientist Francesca Odone
    Role within the project Principal Investigator
    Duration 2019 - 2021
    Sponsors UniGe ¦ DIBRIS SEED
    Total funding 15 k€
  • CLOSED

    Fruibilità ed efficienza di tecniche avanzate di machine learning in ambito biomedicale

    Unit MLV
    Leading scientist Nicoletta Noceti
    Role within the project Head of unit
    Duration 2019 - 2021
    Sponsors Regione Liguria
    Total funding 54 k€
  • CLOSED
    DECIPHER-ALS

    Deconstruct and rebuild phenotypes: a multimodal approach toward personalized medicine in ALS

    Theme Machine Learning for Health
    Unit LCSL
    Leading scientist Annalisa Barla
    Role within the project Head of unit
    Duration 2019 - 2021
    Sponsors MIUR ¦ PRIN
    Total funding 85 k€
  • CLOSED

    Testing and run-time verification meet Machine Learning

    Unit MLV
    Leading scientist Nicoletta Noceti
    Role within the project Principal Investigator
    Duration 2018 - 2020
    Sponsors UniGe ¦ DIBRIS SEED
    Total funding 15 k€
  • CLOSED

    Analisi movimento markerless

    Unit MLV
    Leading scientist Francesca Odone
    Role within the project Collaborator
    Duration 2019 - 2020
    Sponsors FISM
    Total funding 30 k€
  • CLOSED

    Light house AEN (Smart Training)

    Unit MLV
    Leading scientist Francesca Odone
    Role within the project Head of unit
    Duration 2019 - 2020
    Sponsors MISE
    Total funding 22 k€
  • CLOSED

    Liguria 4P Health: Predictive, Personalised, Preventive, Participatory healthcare

    Unit PiMLB
    Leading scientist Alessandro Verri
    Role within the project Principal Investigator
    Duration 2018 - 2020
    Sponsors POR-FESR Regione Liguria
    Total funding 160 k€
  • CLOSED
    FINSEC

    FINSEC: tecnologie di machine learning per la finanza

    Unit PiMLB
    Leading scientist Alessandro Verri
    Role within the project Principal Investigator
    Duration 2018 - 2019
    Sponsors GFT
    Total funding 40 k€
  • CLOSED

    Joint lab

    Unit MLV
    Leading scientist Nicoletta Noceti
    Role within the project Principal Investigator
    Duration 2018 - 2019
    Sponsors GFT
    Total funding 80 k€
  • CLOSED

    KA107 International Credit Mobility da e verso Marquette University

    Unit MLV
    Leading scientist Francesca Odone
    Role within the project Collaborator
    Duration 2018 - 2019
    Sponsors EU | Erasmus+
  • CLOSED

    ML & Neuroscience

    Theme Machine Learning for Health
    Unit LCSL
    Leading scientist Annalisa Barla
    Role within the project Principal Investigator
    Duration 2017 - 2019
    Sponsors UniGe ¦ DIBRIS SEED
    Total funding 15 k€
  • CLOSED
    DETECT-MS PRO

    Early DETECTion of Multiple Sclerosis progression driven by clinical scales and Patient Reported Outcome

    Theme Machine Learning for Health
    Unit LCSL
    Leading scientist Annalisa Barla
    Role within the project Principal Investigator
    Duration 2017 - 2019
    Sponsors FISM
    Total funding 110 k€
  • CLOSED
    NoMADS

    Nonlocal Methods for Arbitrary Data Sources

    Unit LCSL
    Leading scientist Silvia Villa
    Role within the project Head of unit
    Duration 2017 - 2019
    Sponsors EU | MSCA-RISE
    Total funding 4 k€
  • CLOSED

    Applied harmonic analysis and PDEs for inverse problems in imaging

    Unit CHarML
    Leading scientist Giovanni S. Alberti
    Role within the project Principal Investigator
    Duration 2016 - 2018
    Sponsors ETH
    Total funding 215 k€
  • CLOSED

    Algoritmi di ottimizzazione ed equazioni ereditarie

    Unit LCSL
    Leading scientist Silvia Villa
    Role within the project Principal Investigator
    Duration 2017 - 2018
    Sponsors GNAMPA
    Total funding 1.2 k€
  • CLOSED

    Assegni CARIGE: Frailty in elderly

    Theme Machine Learning for Health
    Unit LCSL
    Leading scientist Annalisa Barla
    Role within the project Principal Investigator
    Duration 2017 - 2017
    Sponsors Fondazione CARIGE
    Total funding 25 k€
  • CLOSED

    Learning in time

    Unit LCSL
    Leading scientist Lorenzo Rosasco
    Role within the project Principal Investigator
    Duration 2013 - 2017
    Sponsors MIUR | FIRB
    Total funding 307 k€
  • CLOSED

    Glassense: wearable technologies for sensory supplementation

    Unit MLV
    Leading scientist Francesca Odone
    Role within the project Head of unit
    Duration 2014 - 2016
    Sponsors PAR-FAS
    Total funding 63 k€
  • CLOSED
    SAFEPOST

    SAFEPOST Reuse and development of Security Knowledge assets for International Postal supply chains

    Unit MLV
    Leading scientist Francesca Odone
    Role within the project Head of unit
    Duration 2012 - 2016
    Sponsors EU FP7
    Total funding 260 k€
  • CLOSED

    Machine learning for education

    Unit LCSL
    Leading scientist Lorenzo Rosasco
    Role within the project Principal Investigator
    Duration 2015 - 2016
    Sponsors UniGe ¦ DIBRIS SEED
    Total funding 15 k€
  • CLOSED

    I-reuma

    Unit PiMLB
    Leading scientist Alessandro Verri
    Role within the project Head of unit
    Duration 2015 - 2016
    Sponsors Regione Liguria
    Total funding 80 k€
  • CLOSED

    Understanding Biological Motion

    Unit PiMLB
    Leading scientist Alessandro Verri
    Role within the project Principal Investigator
    Duration 2013 - 2014
    Sponsors IIT
    Total funding 100 k€
  • CLOSED

    Kineye Polo Si4Life

    Unit MLV
    Leading scientist Francesca Odone
    Role within the project Principal Investigator
    Duration 2013 - 2014
    Sponsors Regione Liguria
    Total funding 48 k€
  • CLOSED

    Computational Models & Methods for Control Molecular Networks

    Unit PiMLB
    Leading scientist Alessandro Verri
    Role within the project Principal Investigator
    Duration 2012 - 2013
    Sponsors Fondazione San Paolo
    Total funding 175 k€
  • CLOSED

    3D videosurveillance

    Unit MLV
    Leading scientist Francesca Odone
    Role within the project Principal Investigator
    Duration 2012 - 2013
    Sponsors Imavis
    Total funding 60 k€
  • CLOSED

    Applicazioni di tecniche avanzate di sequenziamento del genoma (Next\r
    Generation Sequencing – NGS): dalla ricerca alla pratica clinica

    Theme Machine Learning for Health
    Unit LCSL
    Leading scientist Annalisa Barla
    Role within the project Principal Investigator
    Duration 2012 - 2013
    Sponsors Fondazione CARIGE
    Total funding 100 k€
  • CLOSED

    Consulenza in ambito POR-FESR

    Unit MLV
    Leading scientist Francesca Odone
    Role within the project Principal Investigator
    Duration 2012 - 2012
    Sponsors OnAir
    Total funding 25 k€
  • CLOSED

    Consulenza in ambito POR-FESR

    Unit MLV
    Leading scientist Francesca Odone
    Role within the project Principal Investigator
    Duration 2012 - 2012
    Sponsors Imavis
    Total funding 55 k€
  • CLOSED

    Image analysis for EDL

    Unit MLV
    Leading scientist Francesca Odone
    Role within the project Principal Investigator
    Duration 2010 - 2012
    Sponsors Thales Alenia
    Total funding 20 k€
  • CLOSED
    LEAP

    LEAP: LEarning Algorithms and Applications

    Unit PiMLB
    Leading scientist Alessandro Verri
    Role within the project Principal Investigator
    Duration 2009 - 2012
    Sponsors MIUR | FIRB
    Total funding 2.1 M€
  • CLOSED

    Riconoscersi e riconoscere

    Unit MLV
    Leading scientist Francesca Odone
    Role within the project Principal Investigator
    Duration 2009 - 2011
    Sponsors Fondazione CARIGE
    Total funding 100 k€
  • CLOSED

    Health-E-Child

    Unit PiMLB
    Leading scientist Alessandro Verri
    Role within the project Head of unit
    Duration 2006 - 2011
    Sponsors EU FP6
    Total funding 890 k€
  • CLOSED

    Embedded vision

    Unit MLV
    Leading scientist Francesca Odone
    Role within the project Principal Investigator
    Duration 2010 - 2011
    Sponsors Gigavision
    Total funding 80 k€
  • CLOSED
    VIT

    VIT Vision for Innovative Transport

    Unit MLV
    Leading scientist Francesca Odone
    Role within the project Principal Investigator
    Duration 2009 - 2010
    Sponsors EU FP7
    Total funding 220 k€

Technological transfer