Sudhir Raman

Publication Activity (10 Years)

Years Active: 2009-2018
Publications (10 Years): 5

Top Topics

Simulated Annealing

Variational Bayesian

Automatic Model Selection

Top Venues

DAGM/OAGM Symposium

Publications

Yu Yao, Sudhir Raman, Michael Schiek, Alexander P. Leff, Stefan Frässle, Klaas E. Stephan
Variational Bayesian inversion for hierarchical unsupervised generative embedding (HUGE). NeuroImage 179 (2018)
Klaas E. Stephan, Florian Schlagenhauf, Quentin J. M. Huys, Sudhir Raman, Eduardo A. Aponte, Kay Henning Brodersen, Lionel Rigoux, Rosalyn J. Moran, Jean Daunizeau, Ray Dolan, Karl J. Friston, Andreas Heinz
Computational neuroimaging strategies for single patient predictions. NeuroImage 145 (2017)
Jakob Heinzle, Peter J. Koopmans, Hanneke E. M. den Ouden, Sudhir Raman, Klaas Enno Stephan
A hemodynamic model for layered BOLD signals. NeuroImage 125 (2016)
Julia E. Vogt, Marius Kloft, Stefan Stark, Sudhir Raman, Sandhya Prabhakaran, Volker Roth, Gunnar Rätsch
Probabilistic clustering of time-evolving distance data. Mach. Learn. 100 (2-3) (2015)
Julia E. Vogt, Marius Kloft, Stefan Stark, Sudhir Raman, Sandhya Prabhakaran, Volker Roth, Gunnar Rätsch
Probabilistic Clustering of Time-Evolving Distance Data. CoRR (2015)
Sudhir Raman, Volker Roth
Sparse Point Estimation for Bayesian Regression via Simulated Annealing. DAGM/OAGM Symposium (2012)
Sandhya Prabhakaran, Sudhir Raman, Julia E. Vogt, Volker Roth
Automatic Model Selection in Archetype Analysis. DAGM/OAGM Symposium (2012)
Sudhir Raman, Thomas J. Fuchs, Peter J. Wild, Edgar Dahl, Joachim M. Buhmann, Volker Roth
Infinite mixture-of-experts model for sparse survival regression with application to breast cancer. BMC Bioinform. 11 (S-8) (2010)
Sudhir Raman, Thomas J. Fuchs, Peter J. Wild, Edgar Dahl, Volker Roth
The Bayesian group-Lasso for analyzing contingency tables. ICML (2009)
Sudhir Raman, Volker Roth
Sparse Bayesian Regression for Grouped Variables in Generalized Linear Models. DAGM-Symposium (2009)