Nima Reyhani

 
 

I am PhD candidate at Aalto University. I mainly worked on theories and practices of multiple kernel learning and independent component analysis under supervision of Professor Erkki Oja.


Research interests

  1. 1.Statistical data analysis

  2. 2.Optimization and Game Theory

  3. 3.Mathematical Statistics and Statistical Learning Theory

  4. 4.Online and Randomized algorithms

  5. 5.Time series analysis


Work Experience:

Summer Intern at Intel@Berkeley-2009,

http://www.communitysensing.org/




 

About Me


  1. 1.Matrix Manifold Optimization, Fall 2011.

  2. 2.Digital signal processing, Fall 2006, 2007.

Courses



  1. 1.Nonparametric learning for auction based dynamic spectrum access in multicarrier systems, with Hamed Ahmadi and C. Chai, submitted.


  1. 2.Multiple kernel learning with Guassianity measure, with Hideitsu Hino and Noboru Morata, Neural Computation 2012.


  1. 3.Consistency and asymptotic normality of FastICA and bootstrap FastICA, with Jarkko Ylipaavaniemi, Ricardo Vigario, and Erkki Oja, Signal Processing 2012.


  1. 4.New probabilistic bounds for eigenvalues and eigenvectors of kernel matrices, with Hideitsu Hino and Ricardo Vigario, UAI 2011.




Publications


Street Address: Konemiehentie 2, FI 02150, Espoo, Finland


email: first.last-a-t-{aalto.fi,me.com}

gsm: (+358) 468 11 7585



Contact