Dominik Janzing

Artificial Intelligence · with Janzing · 2014

A researcher in the Science corpus: 1 paper; trusts 7 researchers and is trusted by 17 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 28 citations into it; #9,171 of 35,345 by trust here, #10,667 by citations
• Causal Inference & Discovery — 20 citations into it; #117 of 364 by trust here, #84 by citations
• Probabilistic & Bayesian Methods — 12 citations into it

Whom Dominik Janzing trusts overall

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

1. David Maxwell Chickering

Who trusts Dominik Janzing overall

1. David Lopez-Paz
2. Bernhard Schölkopf
3. Peter Buhlmann
4. Jan Peters
5. Diviyan Kalainathan
6. Niklas Pfister

Papers from Dominik Janzing's perspective

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

1. Optimal Structure Identification With Greedy Search
2. A Kernel Statistical Test of Independence
3. On the Identifiability of the Post-Nonlinear Causal Model
4. A Linear Non-Gaussian Acyclic Model for Causal Discovery
5. Gaussian Processes for Machine Learning (GPML) Toolbox
6. Being Bayesian About Network Structure. A Bayesian Approach to Structure Discovery in Bayesian Networks
7. ImageNet classification with deep convolutional neural networks
8. Causality : Models , Reasoning , and Inference
9. Learning Multiple Layers of Features from Tiny Images
10. GENERATIVE ADVERSARIAL NETS

Their papers

• UvA-DARE ( Digital Academic Repository ) Causal Discovery with Continuous Additive Noise Models (2014) — 682 citations