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Software

Variational Bayesian inference for linear and logistic regression

MATLAB/Octave code to perform linear and logistic regression, with shrinkage priors. Inference of parameters and hyper-parameters is performed by Variational Bayes. Scripts with and without Automated Relevance Determination are provided.
Code: Variational Bayesian linear and logistic regression.
Documentation: ...

Contact

People

Lab members

Jan Drugowitsch, Associate Professor of Neurobiology
jan_drugowitsch@hms.harvard.edu
Affiliated with the Ph.D. Program in Neuroscience, the Graduate Program in Biophysics, and member of the Center for Brain Science and Mind Brain Behavior Interfaculty Initiative.

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Opening for postdoctoral research fellow

April 11, 2016

We are looking for a highly creative and motivated postdoctoral fellow to work in the field of computational and systems neuroscience in the Drugowitsch Lab, located within the Department of Neurobiology at Harvard Medical School. The group works on questions of decision-making and navigation under uncertainty, ranging from the level of neural populations to that of behavior, and the candidate is expected to perform research related to these topics. Close interaction and collaboration with other members of the department is anticipated.

Candidates should have a strong analytical...

Satohiro Tajima*, Jan Drugowitsch*, and Alexandre Pouget. 8/2016. “Optimal policy for value-based decision-making.” Nature Communications, 7:12400, Pp. 1-12.