Markus Hagenbuchner
Artificial Intelligence · 2005–2009
A researcher in the Science corpus: 4 papers; trusts 11 researchers and is trusted by 399 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 19 citations into it; #3,101 of 35,345 by trust here, #2,001 by citations
- Model Architectures — 16 citations into it
- Computer Vision and Pattern Recognition — 9 citations into it; #2,110 of 21,575 by trust here, #1,472 by citations
- Representation & Self-Supervised Learning — 8 citations into it
- Computational Theory and Mathematics — 5 citations into it
- Optimization & Training — 5 citations into it
Whom Markus Hagenbuchner trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Fernando J. Pineda
- Gary G. Yen
- M. Powell
- Paolo Frasconi
- Alessandro Sperduti
- Yuhai Wu
- Michael Collins
- Jorma Rissanen
- Marco Gori
Who trusts Markus Hagenbuchner overall
- William L. Hamilton
- Renjie Liao
- X. Wang
- Yang Song
- Joan Bruna
- Davide Bacciu
- Alvaro Sanchez-Gonzalez
- Thomas Kipf
- Abhinav Kumar Gupta
- Peter W. Battaglia
Papers from Markus Hagenbuchner's perspective
Ordered by how strongly the researchers Markus Hagenbuchner trusts endorse each paper. Same corpus, a different order for every researcher.
- Statistical Learning Theory
- Support-Vector Networks
- A general framework for adaptive processing of data structures
- Neural networks and principal component analysis: Learning from examples without local minima
- Approximation by superpositions of a sigmoidal function
- A survey of kernels for structured data
- A new model for learning in graph domains
- The problem of learning long-term dependencies in recurrent networks
- Modeling By Shortest Data Description*
- A direct adaptive method for faster backpropagation learning: the RPROP algorithm
Their papers
- The Graph Neural Network Model (2009) — 9,596 citations
- Computational Capabilities of Graph Neural Networks (2009) — 234 citations
- Learning Nonsparse Kernels by Self-Organizing Maps for Structured Data (2009) — 27 citations
- Graph neural networks for ranking Web pages (2005) — 118 citations