Contact

Dr. Francesco Dinuzzo

Adresse: Spemannstr. 38
72076 Tübingen
Raum Nummer: 226
Fax: 07071 601 552

 

Bild von Dinuzzo, Francesco, Dr.

Francesco Dinuzzo

Position: Wissenschaftler  Abteilung: 

Please visit my personal web page.

Research

  • 11/2010-03/2011: Visiting researcher at Institute of Statistical Mathematics, Tokyo, Japan.
  • 11/2007-01/2011: PhD student in Mathematics and Statistics, University of Pavia, Italy.
  • 5/2010-10/2010: Academic guest at Machine Learning Laboratory, ETH Zürich, Switzerland.
  • 07/2009-09/2009: Visitor at Machine Learning Group, National Taiwan University, Taipei, Taiwan.
  • 01/2009-06/2009: Visiting student at Center of Biological and Computational Learning, MIT, Cambridge (MA), USA.

Education

  • 01/2011 PhD in Mathematics and Statistics, University of Pavia, Italy.
  • 10/2007 M.S. Degree. IUSS Corsi Ordinari Diploma. Istituto Universitario di Studi Superiori, Pavia, Italy.
  • 07/2007 M.S. Degree (Computer Science Engineering) 110/110 et laude, University of Pavia, Italy.
  • 09/2005 Laurea degree (Computer Science Engineering) 110/110 et laude, University of Pavia, Italy.
  • 09/2002 Conservatory of music diploma (Clarinet). Conservatory of Matera, Italy.

Reviewing

  • Journal of Machine Learning Research,
  • Machine Learning,
  • IEEE Transactions on Neural Networks,
  • IEEE Transactions on Automatic Control,
  • Neural Networks,
  • Automatica,
  • International Journal of Control,
  • International Journal of Adaptive Control and Signal Processing
  • Journal of Circuits, Systems and Signal Processing,
  • American Control Conference,
  • IFAC Symposium on System Identification,
  • IEEE Conference on Decision and Control,
  • Neural Information Processing Systems (NIPS) conference.

Teaching

At faculty of Engineering, University of Pavia:

  • 2008-2009 Calculus A.
  • 2007-2008 System Identification and Data Analysis LS.
  • 2004-2007 Mathematics for new-enrolled students course.
  • 2003-2006 (Tutorato) Linear Algebra and Analytic Geometry.

Präferenzen: 
Referenzen pro Seite: Jahr: Medium:

  
Zeige Zusammenfassung

Artikel (8):

Dinuzzo F (Oktober-2011) Analysis of Fixed-Point and Coordinate Descent Algorithms for Regularized Kernel Methods IEEE Transactions on Neural Networks 22(10) 1576-1587.
Dinuzzo F, Pillonetto G und De Nicolao G (Februar-2011) Client–Server Multitask Learning From Distributed Datasets IEEE Transactions on Neural Networks 22(2) 290-303.
Pillonetto G, Dinuzzo F und De Nicolao G (Februar-2010) Bayesian Online Multitask Learning of Gaussian Processes IEEE Transactions on Pattern Analysis and Machine Intelligence 32(2) 193-205.
Dinuzzo F (Februar-2010) Learning functional dependencies with kernel methods Scientifica Acta 4(1) MS 16-25.
Dinuzzo F und Ferrara A (September-2009) Finite-time output stabilization with second order sliding modes Automatica 45(9) 2169-2171.
Dinuzzo F und Ferrara A (September-2009) Higher order sliding mode controllers with optimal reaching IEEE Transactions on Automatic Control 54(9) 2126-2136.
Dinuzzo F und De Nicolao G (März-2009) An algebraic characterization of the optimum of regularized kernel methods Machine Learning 74(3) 315-345.
Dinuzzo F, Neve M, De Nicolao G und Gianazza UP (Oktober-2007) On the Representer Theorem and Equivalent Degrees of Freedom of SVR Journal of Machine Learning Research 8 2467-2495.

Beiträge zu Tagungsbänden (5):

Del Favero S, Varagnolo D, Dinuzzo F, Schenato L und Pillonetto G (Dezember-2011) On the discardability of data in Support Vector Classification problems, 50th IEEE Conference on Decision and Control and European Control Conference (CDC - ECC 2011), IEEE, Piscataway, NJ, USA, 3210-3215.
pdf
Dinuzzo F und Fukumizu K (November-2011) Learning low-rank output kernels, 3rd Asian Conference on Machine Learning (ACML 2011), JMLR, Cambridge, MA, USA, 181-196, Series: JMLR Workshop and Conference Proceedings ; 20.
pdf
Dinuzzo F, Ong CS, Gehler PV und Pillonetto G (Juli-2011) Learning output kernels with block coordinate descent, 28th International Conference on Machine Learning (ICML 2011), International Machine Learning Society, Madison, WI, USA, 49-56.
pdf
Dinuzzo F (Dezember-2009) A second order sliding mode controller with polygonal constraints, 48th IEEE Conference on Decision and Control (CDC 2009), IEEE, Piscataway, NJ, USA, 6715-6719.
Pillonetto G, Dinuzzo F und De Nicolao G (Juni-2008) Bayesian online multi-task learning using regularization networks, American Control Conference (ACC 2008), IEEE Service Center, Piscataway, NJ, USA, 4517-4522.

Beiträge zu Büchern (1):

Dinuzzo F und De Nicolao G: Some comments on ν-SVM, -. In: A tribute to Antonio Lepschy, (Ed) G. Picci, Edizione Libreria Progetto, Padova, Italy, (2007).

Abschlussarbeiten (1):

Dinuzzo F: Learning functions with kernel methods, University of Pavia, (Januar-9-2011). PhD thesis
pdf

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Last updated: Montag, 22.05.2017