Research projects

Scientific research | Technological transfer

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€
MARCH
Multi-modal learning for gait-based human analysis and authentication
Unit MLV
Leading scientist Nicoletta Noceti, Francesca Odone
Role within the project Principal Investigator
Duration 2023 - 2026
Sponsors AFOSR
Total funding 299 k€
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Embedded vision
Unit MLV
Leading scientist Francesca Odone
Role within the project Principal Investigator
Duration 2010 - 2011
Sponsors Gigavision
Total funding 80 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
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
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

CLOSED
More Than This
Unit MLV
Leading scientist Francesca Odone
Role within the project Principal Investigator
Duration 2021 - 2023
Sponsors POR FESR Liguria (AK)
Total funding 36 k€
CLOSED
EFFICACITY
Unit MLV
Leading scientist Nicoletta Noceti
Role within the project Principal Investigator
Duration 2021 - 2023
Sponsors POR FESR Liguria (C,CG,C)
Total funding 63 k€
CLOSED
Digital Sustainable Harbour 2030 DSH2030
Unit MLV
Leading scientist Francesca Odone , Vito Paolo Pastore
Role within the project co-Principal Investigator
Duration 2021 - 2023
Sponsors POR FESR Liguria
Total funding 70 k€
CLOSED
Undroid (Underwater Droid)
Unit MLV
Leading scientist Francesca Odone
Role within the project Principal Investigator
Duration 2021 - 2023
Sponsors POR FESR Liguria (BK)
Total funding 70 k€
CLOSED
SMARTSTOP
Unit MLV
Leading scientist Francesca Odone
Role within the project Principal Investigator
Duration 2021 - 2023
Sponsors POR FESR Liguria (Aitek)
Total funding 40 k€
CLOSED
UniGe Web
UniGe Web Data driven web redesign
Unit LCSL
Leading scientist Annalisa Barla
Role within the project co-Principal Investigator
Duration 2017 - 2020
Sponsors UniGe
Total funding 550 k€
CLOSED
focal epilepsy
Advancing non-invasive procedures for the support of early diagnosis of partial epilepsies
Unit LCSL
Leading scientist Annalisa Barla
Role within the project Principal Investigator
Duration 2018 - 2020
Sponsors Compagnia di San Paolo
Total funding 167 k€

Scientific research

Sample complexity for inverse problems in PDE

Multi-modal learning for gait-based human analysis and authentication

Integrating network science and explainable AI to forecast the impact of climate change on infectious disease risk

Physics informed algorithms for sensing and navigating turbulent environments

Navigation with complex odor dynamics: computational principles and neural circuit implementation in mice

Reliable and efficient machine learning for inverse problems

Efficient algorithms for sustainalble machine learning

Adaptive, robust and Informed algorithms for modern machine learning

Traning data driven experts in optimization

Compressed sensing for inverse problems in PDE

Cognitively-inspired architectures for human motion understanding

Machine learning approaches to navigate turbulence

Dynamics of cell polarity establishment

Joint lab

Machine Learning for Inverse Problems

Nonlocal Methods for Arbitrary Data Sources

Optimization for Machine Learning: from Robustness to Regularization

NoMADS

Infinite-dimensional inverse problems with finite measurements

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

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

Joint lab

Learning to analyse human motion with a markerless approach

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

Analisi movimento markerless

Light house AEN (Smart Training)

Testing and run-time verification meet Machine Learning

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

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

Nonlocal Methods for Arbitrary Data Sources

Joint lab

KA107 International Credit Mobility da e verso Marquette University

ML & Neuroscience

FINSEC: tecnologie di machine learning per la finanza

Applied harmonic analysis and PDEs for inverse problems in imaging

Algoritmi di ottimizzazione ed equazioni ereditarie

Assegni CARIGE: Frailty in elderly

Learning in time

Machine learning for education

Glassense: wearable technologies for sensory supplementation

I-reuma

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

Understanding Biological Motion

Kineye Polo Si4Life

Computational Models & Methods for Control Molecular Networks

3D videosurveillance

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

Consulenza in ambito POR-FESR

Consulenza in ambito POR-FESR

Image analysis for EDL

LEAP: LEarning Algorithms and Applications

Embedded vision

Health-E-Child

Riconoscersi e riconoscere

VIT Vision for Innovative Transport

Technological transfer

More Than This

EFFICACITY

Digital Sustainable Harbour 2030 DSH2030

Undroid (Underwater Droid)

SMARTSTOP

UniGe Web Data driven web redesign

Advancing non-invasive procedures for the support of early diagnosis of partial epilepsies

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