Concepedia

Simon Günter

SG

14

Publications

1.2K

Citations

14

H-Index

2001

Active since

Affiliations

University of Bern(Current)

Australian National University

Simon Günter is an author at University of Bern specializing in engineering, computer science, and data science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningPattern RecognitionBiometricsImage AnalysisSpeech RecognitionData MiningBusiness

Publications per year

2001–2010

14

Publications

14

A stochastic quasi-Newton method for online convex optimization

Nicol N. Schraudolph, Jin Yu, Simon Günter · ANU Open Research (Australian National University) · 2007 · 327 citations · Full text

Validation indices for graph clustering

Simon Günter, Horst Bunke · Pattern Recognition Letters · 2003 · 153 citations

Cluster Computing, Network Science, Graph Theory +11

Fast Iterative Kernel Principal Component Analysis

Simon Günter, Nicol N. Schraudolph, S. V. N. Vishwanathan · Journal of Machine Learning Research · 2007 · 117 citations

Engineering, Machine Learning, Gain Adaptation Methods +17

Self-organizing map for clustering in the graph domain

Simon Günter, Horst Bunke · Pattern Recognition Letters · 2002 · 111 citations

Cluster Computing, Engineering, Graph Theory +11

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

Jin Yu, S. V. N. Vishwanathan, Simon Günter et al. · Journal of Machine Learning Research · 2010 · 97 citations

Mathematical Programming, Large-scale Global Optimization, Engineering +16

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