Simon Günter

According to our database, Simon Günter authored at least 31 papers between 2001 and 2010.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2010

A Quasi-Newton Approach to Nonsmooth Convex Optimization Problems in Machine Learning.

Jin Yu, S. V. N. Vishwanathan, Simon Günter, Nicol N. Schraudolph

J. Mach. Learn. Res., 2010

2009

Optimization of weights in a Multiple Classifier Handwrittenword Recognition System using a Genetic Algorithm.

Simon Günter, Horst Bunke

Proceedings of the Progress in Computer Vision and Image Analysis, 2009

2008

A quasi-Newton approach to non-smooth convex optimization.

Jin Yu, S. V. N. Vishwanathan, Simon Günter, Nicol N. Schraudolph

Proceedings of the Machine Learning, 2008

2007

A Stochastic Quasi-Newton Method for Online Convex Optimization.

Nicol N. Schraudolph, Jin Yu, Simon Günter

Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007

Fast Iterative Kernel Principal Component Analysis.

Simon Günter, Nicol N. Schraudolph, S. V. N. Vishwanathan

J. Mach. Learn. Res., 2007

Stratification bias in low signal microarray studies.

Brian J. Parker, Simon Günter, Justin Bedo

BMC Bioinform., 2007

2006

Fast Iterative Kernel PCA.

Nicol N. Schraudolph, Simon Günter, S. V. N. Vishwanathan

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

On Authorship Attribution via Markov Chains and Sequence Kernels.

Conrad Sanderson, Simon Günter

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Short Text Authorship Attribution via Sequence Kernels, Markov Chains and Author Unmasking: An Investigation.

Conrad Sanderson, Simon Günter

Proceedings of the EMNLP 2006, 2006

2004

Multiple classifier systems in offline cursive handwriting recognition.

Simon Günter

PhD thesis, 2004

Feature selection algorithms for the generation of multiple classifier systems and their application to handwritten word recognition.

Simon Günter, Horst Bunke

Pattern Recognit. Lett., 2004

HMM-based handwritten word recognition: on the optimization of the number of states, training iterations and Gaussian components.

Simon Günter, Horst Bunke

Pattern Recognit., 2004

Multiple Classifier Systems In Offline Handwritten Word Recognition - On The Influence Of Training Set And Vocabulary Size.

Simon Günter, Horst Bunke

Int. J. Pattern Recognit. Artif. Intell., 2004

Handwritten Word Recognition Using Classifier Ensembles Generated From Multiple Prototypes.

Simon Günter, Horst Bunke

Int. J. Pattern Recognit. Artif. Intell., 2004

On Not Making Dissimilarities Euclidean.

Elzbieta Pekalska, Robert P. W. Duin, Simon Günter, Horst Bunke

Proceedings of the Structural, 2004

Evaluation of Classical and Novel Ensemble Methods for Handwritten Word Recognition.

Simon Günter, Horst Bunke

Proceedings of the Structural, 2004

Ensembles of Classifiers Derived from Multiple Prototypes and Their Application to Handwriting Recognition.

Simon Günter, Horst Bunke

Proceedings of the Multiple Classifier Systems, 5th International Workshop, 2004

An Evaluation of Ensemble Methods in Handwritten Word Recognition Based on Feature Selection.

Simon Günter, Horst Bunke

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Combination of three classifiers with different architectures for handwritten word recognition.

Simon Günter, Horst Bunke

Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004

Ensembles of Classifiers for Handwritten Word Recognition Specialized on Individual Handwriting Style.

Simon Günter, Horst Bunke

Proceedings of the Document Analysis Systems VI, 6th International Workshop, 2004

2003

Validation indices for graph clustering.

Simon Günter, Horst Bunke

Pattern Recognit. Lett., 2003

Ensembles of classifiers for handwritten word recognition.

Simon Günter, Horst Bunke

Int. J. Document Anal. Recognit., 2003

New Boosting Algorithms for Classification Problems with Large Number of Classes Applied to a Handwritten Word Recognition Task.

Simon Günter, Horst Bunke

Proceedings of the Multiple Classifier Systems, 4th International Workshop, 2003

Optimizing the Number of States, Training Iterations and Gaussians in an HMM-based Handwritten Word Recognizer.

Simon Günter, Horst Bunke

Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Fast Feature Selection in an HMM-Based Multiple Classifier System for Handwriting Recognition.

Simon Günter, Horst Bunke

Proceedings of the Pattern Recognition, 2003

2002

Self-organizing map for clustering in the graph domain.

Simon Günter, Horst Bunke

Pattern Recognit. Lett., 2002

Generating Classifier Ensembles from Multiple Prototypes and Its Application to Handwriting Recognition.

Simon Günter, Horst Bunke

Proceedings of the Multiple Classifier Systems, Third International Workshop, 2002

A New Combination Scheme for HMM-Based Classififiers and its Application to Handwriting Recognition.

Simon Günter, Horst Bunke

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Creation of classifier ensembles for handwritten word recognition using feature selection algorithms.

Simon Günter, Horst Bunke

Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002

2001

Weighted Mean of a Pair of Graphs.

Horst Bunke, Simon Günter

Computing, 2001

Towards Bridging the Gap between Statistical and Structural Pattern Recognition: Two New Concepts in Graph Matching.

Horst Bunke, Simon Günter, Xiaoyi Jiang

Proceedings of the Advances in Pattern Recognition, 2001