Sofia Mosci

Contact Details
DISI - Dipartimento di Informatica e Scienze dell'Informazione
Via Dodecaneso, 35
16146 Genova - ITALY
Phone: +39 (010) 3536610
Fax: +39 (010) 3536699
Email address: mosci@disi.unige.it
Anonymous ftp: ftp.disi.unige.it/person/MosciS

Home Short CV Papers Code My group
Journal papers Conference papers
  • S. Mosci, S. Villa, A. Verri, L. Rosasco;
    A primal-dual algorithm for group sparse regularization with overlapping groups
    in J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta (Eds.), Advances in Neural Information Processing Systems 23, 2010, pp 2604-2612.
  • S. Mosci, L. Rosasco, M. Santoro, A. Verri, S. Villa;
    Solving Structured Sparsity Regularization with Proximal Methods,
    in J.L. Balcázar, F. Bonchi, A. Gionis and M. Sebag (Eds.), Machine Learning and Knowledge Discovery in Databases
    European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part II pp 418.
  • L. Rosasco, M. Santoro, S. Mosci, S. Villa, A. Verri;
    Regularization Approach to Nonlinear Variable Selection;
    in Y.W. Teh and M. Titterington (Eds.), Proceedings of The Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS) 2010, JMLR: W&CP 9, pp 653-660, Chia Laguna, Sardinia, Italy, May 13-15, 2010.
  • A. Barla, P. Fardin, S. Mosci, L. Rosasco, A. Verri, L. Varesio;
    Identifying the hypoxia signature of neuroblastoma via regularization
    BITS 09, sixth annual meeting of the Bioinformatics Italian Society, Genova, Italy March 18-20 2009.
  • A. Barla, P. Fardin, S. Mosci, L. Rosasco, R. Vertseeg, A. Verri, L. Varesio;
    Prognostic value of the hypoxia signature on neuroblastoma
    BITS 09, sixth annual meeting of the Bioinformatics Italian Society, Genova, Italy March 18-20 2009.
  • S. Mosci, L. Rosasco, M. Santoro, A. Verri, S. Villa;
    A new algorithm to learn an optimal kernel based on Fenchel duality
    NIPS 2008 Workshop on Kernel Learning: Automatic Selection of Optimal Kernel, December 13th 2008.
  • S. Mosci, L. Rosasco, M. Santoro, A. Verri, S. Villa;
    Simple algorithms to solve sparsity based regularization via Fenchel duality
    NIPS 2008 Workshop on Optimization for Machine Learning, December 12th 2008.
  • S. Mosci, A. Barla, A. Verri and L. Rosasco;
    Finding structured gene signatures
    BIBM, Workshop on Data Mining in Functional Genomics, Philadelphia, Nov. 3-5, 2008.
  • A. Barla, S. Mosci, L. Rosasco, A. Verri;
    A method for Robust variable selection with significance assessment;
    Proceedings of ESANN 2008, 16^th European Symposium on Artificial Neural Networks, Bruges, April 23-25, 2008.
  • S. Mosci, L. Rosasco and A. Verri;
    Dimensionality reduction and generalization
    ACM International Conference Proceeding Series; Vol. 227 archive Proceedings of the 24th International Conference on Machine Learning, June 2007, Corvallis, OR, USA.



Please send suggestions and comments to:
Sofia Mosci mosci@disi.unige.it

Last Updated: March 30th, 2012