81 publications found

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  • 2019
    Romeres D. , Zorzi M. , Camoriano R.iit , Traversaro S.iit , Chiuso A.

    Derivative-free online learning of inverse dynamics models

    IEEE Transactions on Control Systems Technology
    Article in Press
  • 2019
    Anselmi F.iit , Evangelopoulos G. , Rosasco L.iit , Poggio T.

    Symmetry-adapted representation learning

    Pattern Recognition, vol. 86, pp. 201-208
    Article
  • 2018
    *Pasquale G.iit , Ciliberto C. , Odone F. , Rosasco L.iit , Natale L.iit

    Are we done with object recognition? The iCub robot's perspective.

    Robotics and Autonomous Systems
    Article in Press
  • 2018
    *Combettes P.L. , *Salzo S.iit , *Villa S.

    Consistent learning by composite proximal thresholding

    Mathematical Programming, Series B, vol. 167, (no. 1), pp. 99-127
    Article
  • 2018
    *Duan A.iit , Camoriano R.iit , Ferigo D. , Calandriello D. , Rosasco L.iit , Pucci D.iit

    Constrained DMPs for Feasible Skill Learning on Humanoid Robots

    Humanoid Robots (Humanoids), 2018 IEEE-RAS 17th International Conference on
    Conference Paper
  • 2018
    Milios D. , Camoriano R.iit , Michiardi P. , Rosasco L.iit , Filippone M.

    Dirichlet-based Gaussian Processes for Large-scale Calibrated Classification

    Advances in Neural Information Processing Systems 31 (NIPS 2018)
    Conference Paper
  • 2018
    Tomasi F. , Tozzo V. , Verri A. , Salzo S.iit

    Forward-Backward Splitting for Time-Varying Graphical Models

    Proceedings of the Ninth International Conference on Probabilistic Graphical Models, vol. PMLR, 72, pp. 475--486
    Conference Paper
  • 2018
    Lin J. , Rosasco L.iit

    Generalization properties of doubly stochastic learning algorithms

    Journal of Complexity, vol. 47, pp. 42-61
    Article
  • 2018
    Neu G. , Rosasco L.iit

    Iterate averaging as regularization for stochastic gradient descent

    31st Annual Conference on Learning Theory (COLT 2018), vol. 75, pp. 3222-3242
    Conference Paper
  • 2018
    *Garrigos G.iit , *Rosasco L. , *Villa S.

    Iterative Regularization via Dual Diagonal Descent

    Journal of Mathematical Imaging and Vision, vol. 60, (no. 2), pp. 189-215
    Article
  • 2018
    Tomasi F. , Tozzo V. , Salzo S.iit , Verri A.

    Latent variable time-varying network inference

    Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, pp. 2338-2346
    Conference Paper
  • 2018
    Carratino L. , Rudi A. , Rosasco L.iit

    Learning with SGD and Random Features

    Advances in Neural Information Processing Systems 31 (NIPS 2018)
    Conference Paper
  • 2018
    Rudi A. , Ciliberto C. , Marconi G. M.iit , Rosasco L.iit

    Manifold Structured Prediction

    Advances in Neural Information Processing Systems 31 (NIPS 2018)
    Conference Paper
  • 2018
    Lin J. , Rosasco L.iit , Villa S. , Zhou D.-X.

    Modified Fejér sequences and applications

    Computational Optimization and Applications, vol. 71, (no. 1), pp. 95-113
    Article
  • 2018
    Rudi A. , *Calandriello D. , Carratino L. , Rosasco L.iit

    On Fast Leverage Score Sampling and Optimal Learning

    Advances in Neural Information Processing Systems 31 (NIPS 2018)
    Conference Paper
  • 2018
    Lin J. , Rudi A. , Rosasco L.iit , Cevher V.

    Optimal rates for spectral algorithms with least-squares regression over Hilbert spaces

    Applied and Computational Harmonic Analysis
    Article in Press
  • 2018
    Combettes P.L. , Salzo S.iit , Villa S.

    Regularized learning schemes in feature Banach spaces

    Analysis and Applications, vol. 16, (no. 1), pp. 1-54
    Article
  • 2018
    *Salzo S.iit , Suykens J.A.K. , Rosasco L.iit

    Solving lp-norm regularization with tensor kernels

    Proceedings of the 21st International Conference on Artificial Intelligence and Statistics, vol. 84, pp. 1655-1663
    Conference Paper
  • 2018
    Garrigos G. , Rosasco L.iit , Villa S.

    Sparse Multiple Kernel Learning: Support Identification via Mirror Stratifiability

    26th European Signal Processing Conference, EUSIPCO 2018
    Conference Paper
  • 2018
    *Maiettini E.iit , Pasquale G.iit , Rosasco L.iit , Natale L.iit

    Speeding-up Object Detection Training for Robotics with FALKON

    IEEE/RSJ International Conference on Intelligent Robots and Systems
    Conference Paper

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I numeri di IIT

L’Istituto Italiano di Tecnologia (IIT) è una fondazione di diritto privato - cfr. determinazione Corte dei Conti 23/2015 “IIT è una fondazione da inquadrare fra gli organismi di diritto pubblico con la scelta di un modello di organizzazione di diritto privato per rispondere all’esigenza di assicurare procedure più snelle nella selezione non solo nell’ambito nazionale dei collaboratori, scienziati e ricercatori ”.

IIT è sotto la vigilanza del Ministero dell'Istruzione, dell'Università e della Ricerca e del Ministero dell'Economia e delle Finanze ed è stato istituito con la Legge 326/2003. La Fondazione ha l'obiettivo di promuovere l'eccellenza nella ricerca di base e in quella applicata e di favorire lo sviluppo del sistema economico nazionale. La costruzione dei laboratori iniziata nel 2006 si è conclusa nel 2009.

Lo staff complessivo di IIT conta circa 1440 persone. L’area scientifica è rappresentata da circa l’85% del personale. Il 45% dei ricercatori proviene dall’estero: di questi, il 29% è costituito da stranieri provenienti da oltre 50 Paesi e il 16% da italiani rientrati. Oggi il personale scientifico è composto da circa 60 principal investigators, circa 110 ricercatori e tecnologi di staff, circa 350 post doc, circa 500 studenti di dottorato e borsisti, circa 130 tecnici. Oltre 330 posti su 1400 creati su fondi esterni. Età media 34 anni. 41% donne / 59 % uomini.

Nel 2015 IIT ha ricevuto finanziamenti pubblici per circa 96 milioni di euro (80% del budget), conseguendo fondi esterni per 22 milioni di euro (20% budget) provenienti da 18 progetti europei17 finanziamenti da istituzioni nazionali e internazionali, circa 60 progetti industriali

La produzione di IIT ad oggi vanta circa 6990 pubblicazioni, oltre 130 finanziamenti Europei e 11 ERC, più di 350 domande di brevetto attive, oltre 12 start up costituite e altrettante in fase di lancio. Dal 2009 l’attività scientifica è stata ulteriormente rafforzata con la creazione di dieci centri di ricerca nel territorio nazionale (a Torino, Milano, Trento, Parma, Roma, Pisa, Napoli, Lecce, Ferrara) e internazionale (MIT ed Harvard negli USA) che, unitamente al Laboratorio Centrale di Genova, sviluppano i programmi di ricerca del piano scientifico 2015-2017.

IIT: the numbers

Istituto Italiano di Tecnologia (IIT) is a public research institute that adopts the organizational model of a private law foundation. IIT is overseen by Ministero dell'Istruzione, dell'Università e della Ricerca and Ministero dell'Economia e delle Finanze (the Italian Ministries of Education, Economy and Finance).  The Institute was set up according to Italian law 326/2003 with the objective of promoting excellence in basic and applied research andfostering Italy’s economic development. Construction of the Laboratories started in 2006 and finished in 2009.

IIT has an overall staff of about 1,440 people. The scientific staff covers about 85% of the total. Out of 45% of researchers coming from abroad 29% are foreigners coming from more than 50 countries and 16% are returned Italians. The scientific staff currently consists of approximately 60 Principal Investigators110 researchers and technologists350 post-docs and 500 PhD students and grant holders and 130 technicians. External funding has allowed the creation of more than 330 positions . The average age is 34 and the gender balance proportion  is 41% female against 59% male.

In 2015 IIT received 96 million euros in public funding (accounting for 80% of its budget) and obtained 22 million euros in external funding (accounting for 20% of its budget). External funding comes from 18 European Projects, other 17 national and international competitive projects and approximately 60 industrial projects.

So far IIT accounts for: about 6990 publications, more than 130 European grants and 11 ERC grants, more than 350 patents or patent applications12 up start-ups and as many  which are about to be launched. The Institute’s scientific activity has been further strengthened since 2009 with the establishment of 11 research nodes throughout Italy (Torino, Milano, Trento, Parma, Roma, Pisa, Napoli, Lecce, Ferrara) and abroad (MIT and Harvard University, USA), which, along with the Genoa-based Central Lab, implement the research programs included in the 2015-2017 Strategic Plan.