Simon Günter

31 papers A* 2A 2B 1Journal 11Unranked 13
YearRankTypeTitle / Venue / Authors
2010 J jnl
A Quasi-Newton Approach to Nonsmooth Convex Optimization Problems in Machine Learning.
J. Mach. Learn. Res.
Jin Yu, S. V. N. Vishwanathan, Simon Günter, Nicol N. Schraudolph
2009 — ch.
Optimization of weights in a Multiple Classifier Handwrittenword Recognition System using a Genetic Algorithm.
Progress in Computer Vision and Image Analysis
Simon Günter, Horst Bunke
2008 A* conf
A quasi-Newton approach to non-smooth convex optimization.
ICML
Jin Yu, S. V. N. Vishwanathan, Simon Günter, Nicol N. Schraudolph
2007 A conf
A Stochastic Quasi-Newton Method for Online Convex Optimization.
AISTATS
Nicol N. Schraudolph, Jin Yu, Simon Günter
2007 J jnl
Fast Iterative Kernel Principal Component Analysis.
J. Mach. Learn. Res.
Simon Günter, Nicol N. Schraudolph, S. V. N. Vishwanathan
2007 J jnl
Stratification bias in low signal microarray studies.
BMC Bioinform.
Brian J. Parker, Simon Günter, Justin Bedo
2006 — conf
Fast Iterative Kernel PCA.
NIPS
Nicol N. Schraudolph, Simon Günter, S. V. N. Vishwanathan
2006 — conf
On Authorship Attribution via Markov Chains and Sequence Kernels.
ICPR (3)
Conrad Sanderson, Simon Günter
2006 A* conf
Short Text Authorship Attribution via Sequence Kernels, Markov Chains and Author Unmasking: An Investigation.
EMNLP
Conrad Sanderson, Simon Günter
2004 — conf
An Evaluation of Ensemble Methods in Handwritten Word Recognition Based on Feature Selection.
ICPR (1)
Simon Günter, Horst Bunke
2004 — conf
Combination of three classifiers with different architectures for handwritten word recognition.
IWFHR
Simon Günter, Horst Bunke
2004 — conf
Ensembles of Classifiers Derived from Multiple Prototypes and Their Application to Handwriting Recognition.
Multiple Classifier Systems
Simon Günter, Horst Bunke
2004 B conf
Ensembles of Classifiers for Handwritten Word Recognition Specialized on Individual Handwriting Style.
Document Analysis Systems
Simon Günter, Horst Bunke
2004 — conf
Evaluation of Classical and Novel Ensemble Methods for Handwritten Word Recognition.
SSPR/SPR
Simon Günter, Horst Bunke
2004 J jnl
Feature selection algorithms for the generation of multiple classifier systems and their application to handwritten word recognition.
Pattern Recognit. Lett.
Simon Günter, Horst Bunke
2004 J jnl
HMM-based handwritten word recognition: on the optimization of the number of states, training iterations and Gaussian components.
Pattern Recognit.
Simon Günter, Horst Bunke
2004 J jnl
Handwritten Word Recognition Using Classifier Ensembles Generated From Multiple Prototypes.
Int. J. Pattern Recognit. Artif. Intell.
Simon Günter, Horst Bunke
2004 J jnl
Multiple Classifier Systems In Offline Handwritten Word Recognition - On The Influence Of Training Set And Vocabulary Size.
Int. J. Pattern Recognit. Artif. Intell.
Simon Günter, Horst Bunke
2004 — —
Multiple classifier systems in offline cursive handwriting recognition.
Simon Günter
2004 — conf
On Not Making Dissimilarities Euclidean.
SSPR/SPR
Elzbieta Pekalska, Robert P. W. Duin, Simon Günter, Horst Bunke
2003 J jnl
Ensembles of classifiers for handwritten word recognition.
Int. J. Document Anal. Recognit.
Simon Günter, Horst Bunke
2003 — conf
Fast Feature Selection in an HMM-Based Multiple Classifier System for Handwriting Recognition.
DAGM-Symposium
Simon Günter, Horst Bunke
2003 — conf
New Boosting Algorithms for Classification Problems with Large Number of Classes Applied to a Handwritten Word Recognition Task.
Multiple Classifier Systems
Simon Günter, Horst Bunke
2003 A conf
Optimizing the Number of States, Training Iterations and Gaussians in an HMM-based Handwritten Word Recognizer.
ICDAR
Simon Günter, Horst Bunke
2003 J jnl
Validation indices for graph clustering.
Pattern Recognit. Lett.
Simon Günter, Horst Bunke
2002 — conf
A New Combination Scheme for HMM-Based Classififiers and its Application to Handwriting Recognition.
ICPR (2)
Simon Günter, Horst Bunke
2002 — conf
Creation of classifier ensembles for handwritten word recognition using feature selection algorithms.
IWFHR
Simon Günter, Horst Bunke
2002 — conf
Generating Classifier Ensembles from Multiple Prototypes and Its Application to Handwriting Recognition.
Multiple Classifier Systems
Simon Günter, Horst Bunke
2002 J jnl
Self-organizing map for clustering in the graph domain.
Pattern Recognit. Lett.
Simon Günter, Horst Bunke
2001 — conf
Towards Bridging the Gap between Statistical and Structural Pattern Recognition: Two New Concepts in Graph Matching.
ICAPR
Horst Bunke, Simon Günter, Xiaoyi Jiang
2001 J jnl
Weighted Mean of a Pair of Graphs.
Computing
Horst Bunke, Simon Günter