Jouko Lampinen

Probabilistic & Bayesian Methods · 1992–2007

A researcher in the Science corpus: 3 papers; trusts 20 researchers and is trusted by 15 researchers here, as inferred from the citation graph.

Subfields

• Probabilistic & Bayesian Methods — 13 citations into it
• Artificial Intelligence — 8 citations into it; #9,109 of 35,345 by trust here, #20,377 by citations

Whom Jouko Lampinen trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. David John Cameron MacKay
2. Teuvo Kohonen
3. Charles M. Bishop
4. Radford M. Neal
5. Leo Breiman
6. Thomas G. Dietterich
7. S. Geisser
8. Wray L. Buntine
9. Stuart Geman
10. David Barber

Who trusts Jouko Lampinen overall

1. Arpan Kumar Kar
2. Harri Valpola
3. Jarno Vanhatalo
4. Pasi Jylänki
5. Aki Vehtari
6. James C. Ascough II
7. Anthony Barré
8. Fionn Murtagh
9. Radford M. Neal
10. Juha Karhunen

Papers from Jouko Lampinen's perspective

Ordered by how strongly the researchers Jouko Lampinen trusts endorse each paper. Same corpus, a different order for every researcher.

1. ImageNet classification with deep convolutional neural networks
2. Gradient-based learning applied to document recognition
3. Bayesian learning for neural networks
4. Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
5. Hybrid Monte Carlo
6. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
7. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
8. The Nature of Statistical Learning Theory
9. Neural Networks for Pattern Recognition
10. A Practical Bayesian Framework for Backpropagation Networks

Their papers

• Bayesian approach for neural networks--review and case studies (2001) — 417 citations
• Rao-Blackwellized particle filter for multiple target tracking (2007) — 318 citations
• Clustering properties of hierarchical self-organizing maps (1992)