Simon Günter

Publication Activity (10 Years)

Years Active: 2001-2010
Publications (10 Years): 0

University of Bern (PHD)

Education History

University of Bern

PHD

Publications

Jin Yu, S. V. N. Vishwanathan, Simon Günter, Nicol N. Schraudolph
A Quasi-Newton Approach to Nonsmooth Convex Optimization Problems in Machine Learning. J. Mach. Learn. Res. 11 (2010)
Jin Yu, S. V. N. Vishwanathan, Simon Günter, Nicol N. Schraudolph
A quasi-Newton approach to non-smooth convex optimization. ICML (2008)
Nicol N. Schraudolph, Jin Yu, Simon Günter
A Stochastic Quasi-Newton Method for Online Convex Optimization. AISTATS (2007)
Simon Günter, Nicol N. Schraudolph, S. V. N. Vishwanathan
Fast Iterative Kernel Principal Component Analysis. J. Mach. Learn. Res. 8 (2007)
Brian J. Parker, Simon Günter, Justin Bedo
Stratification bias in low signal microarray studies. BMC Bioinform. 8 (2007)
Conrad Sanderson, Simon Günter
On Authorship Attribution via Markov Chains and Sequence Kernels. ICPR (3) (2006)
Conrad Sanderson, Simon Günter
Short Text Authorship Attribution via Sequence Kernels, Markov Chains and Author Unmasking: An Investigation. EMNLP (2006)
Nicol N. Schraudolph, Simon Günter, S. V. N. Vishwanathan
Fast Iterative Kernel PCA. NIPS (2006)
Simon Günter, Horst Bunke
Combination of three classifiers with different architectures for handwritten word recognition. IWFHR (2004)
Simon Günter, Horst Bunke
Handwritten Word Recognition Using Classifier Ensembles Generated From Multiple Prototypes. Int. J. Pattern Recognit. Artif. Intell. 18 (5) (2004)
Simon Günter, Horst Bunke
Ensembles of Classifiers Derived from Multiple Prototypes and Their Application to Handwriting Recognition. Multiple Classifier Systems (2004)
Simon Günter, Horst Bunke
Ensembles of Classifiers for Handwritten Word Recognition Specialized on Individual Handwriting Style. Document Analysis Systems (2004)
Simon Günter, Horst Bunke
Feature selection algorithms for the generation of multiple classifier systems and their application to handwritten word recognition. Pattern Recognit. Lett. 25 (11) (2004)
Simon Günter, Horst Bunke
Evaluation of Classical and Novel Ensemble Methods for Handwritten Word Recognition. SSPR/SPR (2004)
Simon Günter, Horst Bunke
An Evaluation of Ensemble Methods in Handwritten Word Recognition Based on Feature Selection. ICPR (1) (2004)
Simon Günter, Horst Bunke
HMM-based handwritten word recognition: on the optimization of the number of states, training iterations and Gaussian components. Pattern Recognit. 37 (10) (2004)
Simon Günter, Horst Bunke
Multiple Classifier Systems In Offline Handwritten Word Recognition - On The Influence Of Training Set And Vocabulary Size. Int. J. Pattern Recognit. Artif. Intell. 18 (7) (2004)
Elzbieta Pekalska, Robert P. W. Duin, Simon Günter, Horst Bunke
On Not Making Dissimilarities Euclidean. SSPR/SPR (2004)
Simon Günter, Horst Bunke
Ensembles of classifiers for handwritten word recognition. Int. J. Document Anal. Recognit. 5 (4) (2003)
Simon Günter, Horst Bunke
Fast Feature Selection in an HMM-Based Multiple Classifier System for Handwriting Recognition. DAGM-Symposium (2003)
Simon Günter, Horst Bunke
New Boosting Algorithms for Classification Problems with Large Number of Classes Applied to a Handwritten Word Recognition Task. Multiple Classifier Systems (2003)
Simon Günter, Horst Bunke
Validation indices for graph clustering. Pattern Recognit. Lett. 24 (8) (2003)
Simon Günter, Horst Bunke
Optimizing the Number of States, Training Iterations and Gaussians in an HMM-based Handwritten Word Recognizer. ICDAR (2003)
Simon Günter, Horst Bunke
Generating Classifier Ensembles from Multiple Prototypes and Its Application to Handwriting Recognition. Multiple Classifier Systems (2002)
Simon Günter, Horst Bunke
Creation of classifier ensembles for handwritten word recognition using feature selection algorithms. IWFHR (2002)
Simon Günter, Horst Bunke
Self-organizing map for clustering in the graph domain. Pattern Recognit. Lett. 23 (4) (2002)
Simon Günter, Horst Bunke
A New Combination Scheme for HMM-Based Classififiers and its Application to Handwriting Recognition. ICPR (2) (2002)
Horst Bunke, Simon Günter
Weighted Mean of a Pair of Graphs. Computing 67 (3) (2001)
Horst Bunke, Simon Günter, Xiaoyi Jiang
Towards Bridging the Gap between Statistical and Structural Pattern Recognition: Two New Concepts in Graph Matching. ICAPR (2001)

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Publication Activity (10 Years)

Simon Günter