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Morteza Alamgir

Adresse: Spemannstr. 38
72076 Tübingen
Raum Nummer: 224

 

Bild von Alamgir, Morteza

Morteza Alamgir

Position: Doktorand  Abteilung: 

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-speci c 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

Präferenzen: 
Referenzen pro Seite: Jahr: Medium:

  
Zeige Zusammenfassung

Beiträge zu Tagungsbänden (3):

Alamgir M und von Luxburg U (Januar-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), Curran, Red Hook, NY, USA, 379-387.
pdf
Alamgir M und von Luxburg U (Dezember-2010) Multi-agent Random Walks for Local Clustering on Graphs, IEEE International Conference on Data Mining (ICDM 2010), IEEE, Piscataway, NJ, USA, 18-27.
pdf
Alamgir M, Grosse-Wentrup M und Altun Y (Mai-2010) Multitask Learning for Brain-Computer Interfaces, Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS 2010), International Machine Learning Society, Madison, WI, USA, 17-24, Series: JMLR Workshop and Conference Proceedings ; 9.
pdf

Poster (1):

Alamgir M, Grosse-Wentrup M und Altun Y (Juni-2010): Multi-task Learning for Zero Training Brain-Computer Interfaces, 4th International BCI Meeting, Asilomar, CA, USA.

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Last updated: Montag, 22.05.2017