Christopher Yau
Molecular Biology · 2007–2015
A researcher in the Science corpus: 4 papers; trusts 14 researchers and is trusted by 29 researchers here, as inferred from the citation graph.
Subfields
- Molecular Biology — 36 citations into it; #1,443 of 17,773 by trust here, #8,089 by citations
- Artificial Intelligence — 11 citations into it
- Statistics and Probability — 9 citations into it
- Probabilistic & Bayesian Methods — 7 citations into it
Whom Christopher Yau trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Joseph B. Kruskal
- Radford M. Neal
- James O. Berger
- Michael E. Tipping
- Jun S. Liu
- Peter V. Kharchenko
- Rahul Satija
- Lawrence R. Rabiner
- Josh Tenenbaum
- Pierre Del Moral
Who trusts Christopher Yau overall
- Romain Lopez
- Tallulah S. Andrews
- Jeffrey C. Regier
- Rhonda L. Bacher
- Luke Zappia
- Peijie Lin
- Il-Youp Kwak
- Junjie Zhu
- Chieh Hua Lin
- Chris J. Oates
Papers from Christopher Yau's perspective
Ordered by how strongly the researchers Christopher Yau trusts endorse each paper. Same corpus, a different order for every researcher.
- Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
- Annealed importance sampling
- Monte Carlo strategies in scientific computing
- A tutorial on hidden Markov models and selected applications in speech recognition
- A global geometric framework for nonlinear dimensionality reduction.
- Monte Carlo Statistical Methods
- Probabilistic Principal Component Analysis
- Bayesian approach to single-cell differential expression analysis (Nature Methods)
- Sequential Monte Carlo samplers
- Single cell RNA Seq reveals dynamic paracrine control of cellular variation (Nature)
Their papers
- ZIFA: Dimensionality reduction for zero-inflated single-cell gene expression analysis (2015) — 578 citations
- QuantiSNP: an Objective Bayes Hidden-Markov Model to detect and accurately map copy number variation using SNP genotyping data (2007) — 662 citations
- Genome-wide association study of copy number variation in 16,000 cases of eight common diseases and 3,000 shared controls (2010) — 710 citations
- On the utility of graphics cards to perform massively parallel simulation of advanced Monte Carlo methods (2009) — 326 citations