Yanan Fan

Statistics and Probability · 2006–2018

A researcher in the Science corpus: 7 papers; trusts 45 researchers and is trusted by 87 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 37 citations into it; #563 of 12,932 by trust here, #1,034 by citations
• Artificial Intelligence — 33 citations into it; #2,368 of 35,345 by trust here, #6,720 by citations
• Probabilistic & Bayesian Methods — 20 citations into it; #216 of 1,525 by trust here, #341 by citations
• Finance — 5 citations into it

Whom Yanan Fan trusts overall

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

1. Scott Anthony Sisson
2. Michael G. B. Blum
3. MARK A. Beaumont
4. G'abor J. Sz'ekely
5. Arnaud Doucet
6. Michael I. Jordan
7. Andrew Gelman
8. P. Bortot
9. Radford M. Neal
10. Maria L. Rizzo

Who trusts Yanan Fan overall

1. Edward Meeds
2. George Papamakarios
3. Michael G. B. Blum
4. Scott Anthony Sisson
5. David S. Greenberg
6. MARK A. Beaumont
7. Gilles Louppe
8. Justin Alsing
9. J. Brehmer
10. Max Welling

Papers from Yanan Fan's perspective

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

1. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
2. Gradient-based learning applied to document recognition
3. ImageNet classification with deep convolutional neural networks
4. Sequential Monte Carlo samplers
5. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
6. Sequential Monte Carlo without likelihoods
7. Monte Carlo strategies in scientific computing
8. Learning Multiple Layers of Features from Tiny Images
9. Attention is All you Need (Neural Information Processing Systems)
10. Approximate Bayesian computation scheme for parameter inference and model selection in dynamical systems

Their papers

• Likelihood-free Markov chain Monte Carlo (2010) — 112 citations
• Sequential Monte Carlo without likelihoods (2007) — 974 citations
• On sequential Monte Carlo, partial rejection control and approximate Bayesian computation (2008) — 74 citations
• Output Assessment for Monte Carlo Simulations via the Score Statistic (2006) — 27 citations
• Approximate Bayesian computation via regression density estimation (2012) — 63 citations
• Handbook of Approximate Bayesian Computation (2018) — 523 citations
• Multivariate nonparametric test of independence (2017) — 74 citations