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Morteza Alamgir

Address:	Spemannstr. 38 72076 Tübingen
Room number:	224
Phone:	+49 7071 601 570
Fax:	+49 7071 601 552
E-Mail:	morteza

Morteza Alamgir

Position: PhD Student Unit: Schölkopf

Projects
Publications

Local graph clustering :

We consider the problem of local graph clustering where the aim is to discover the local cluster corresponding to a point of interest. We propose a new random walk model that has less tendency to jump between the clusters.

Multitask Learning for Brain-Computer Interfaces :

Brain-computer interfaces (BCIs) are limited in their applicability in everyday settings by the current necessity of calibration prior to actual use of the BCI. In this work,we utilize the framework of multitask learning to construct a BCI that can be used without any subject-specic calibration process.

Code:

Matlab code for M. Alamgir, M. Grosse-Wentrup and Y. Altun, "Multitask Learning for Brain-Computer Interfaces", JMLR Workshop and Conference Proceedings Volume 9: AISTATS 2010, MIT Press, Cambridge, MA, USA.

Matlab code for M. Alamgir, U. von Luxburg, "Multi-agent random walks for local clustering on graphs", ICDM 2010

Conference papers (3):
•	Alamgir M and von Luxburg U (January-2012) Phase transition in the family of p-resistances In: Advances in Neural Information Processing Systems 24, Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS 2011), 379-387.
•	Alamgir M and von Luxburg U (December-2010) Multi-agent random walks for local clustering IEEE International Conference on Data Mining (ICDM 2010), IEEE, Piscataway, NJ, USA, 18-27.
•	Alamgir M , Grosse-Wentrup M and Altun Y (May-2010) Multitask Learning for Brain-Computer Interfaces In: JMLR Workshop and Conference Proceedings Volume 9: AISTATS 2010, Thirteenth International Conference on Artificial Intelligence and Statistics, JMLR, Cambridge, MA, USA, 17-24.
Posters (1):
•	Alamgir M , Grosse-Wentrup M and Altun Y (June-2010): Multi-task Learning for Zero Training Brain-Computer Interfaces, 4th International BCI Meeting, Asilomar, CA, USA, 4th International BCI Meeting, 4(H-2).