Andreas Ziehe

Artificial Intelligence · 2001–2012

A researcher in the Science corpus: 4 papers; trusts 10 researchers and is trusted by 16 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 9 citations into it
• Statistical Learning Theory — 7 citations into it
• Representation & Self-Supervised Learning — 6 citations into it
• Signal Processing — 6 citations into it; #1,659 of 7,572 by trust here, #2,911 by citations

Whom Andreas Ziehe trusts overall

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

1. Jean-François Cardoso
2. Bernhard Schölkopf
3. Alex Smola
4. Christopher K. I. Williams
5. Shai Fine
6. Shun-ichi Amari
7. Aapo Hyvärinen
8. Adel Belouchrani
9. Geoffrey E. Hinton

Who trusts Andreas Ziehe overall

1. Aapo Hyvärinen
2. Hiroshi Sawada
3. Soo-Young Lee
4. Seungjin Choi
5. Hiroshi Morioka
6. Konrad Rieck
7. Henning Sprekeler
8. Taesu Kim

Papers from Andreas Ziehe's perspective

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

1. Gradient-based learning applied to document recognition
2. ImageNet classification with deep convolutional neural networks
3. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
4. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
5. Learning Multiple Layers of Features from Tiny Images
6. Long Short-Term Memory
7. Attention is All you Need (Neural Information Processing Systems)
8. Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (International Conference on Machine Learning)
9. ImageNet: A large-scale hierarchical image database
10. Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)

Their papers

• Learning Invariant Representations of Molecules for Atomization Energy Prediction (2012) — 136 citations
• Robustly estimating the flow direction of information in complex physical systems. (2007)
• Kernel-Based Nonlinear Blind Source Separation (2003) — 149 citations
• An approach to blind source separation based on temporal structure of speech signals (2001) — 618 citations