Sheng Ma

Probabilistic & Bayesian Methods · 2002–2003

A researcher in the Science corpus: 2 papers; trusts 4 researchers and is trusted by 1 researcher here, as inferred from the citation graph.

Subfields

• Probabilistic & Bayesian Methods — 5 citations into it

Whom Sheng Ma trusts overall

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

1. Judea Pearl
2. Gregory F. Cooper

Who trusts Sheng Ma overall

1. Charu C. Aggarwal

Papers from Sheng Ma's perspective

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

1. Probabilistic reasoning in intelligent systems - networks of plausible inference
2. Generalized Belief Propagation
3. The Computational Complexity of Probabilistic Inference Using Bayesian Belief Networks
4. Correctness of Local Probability Propagation in Graphical Models with Loops (Neural Computation)
5. Causal independence for probability assessment and inference using Bayesian networks
6. Probabilistic reasoning in intelligent systems: Networks of plausible inference
7. Approximating discrete probability distributions with dependence trees
8. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
9. Equivalence and Synthesis of Causal Models
10. Causality : Models , Reasoning , and Inference

Their papers

• Critical event prediction for proactive management in large-scale computer clusters (2003) — 305 citations
• Accuracy vs. efficiency trade-offs in probabilistic diagnosis (2002) — 43 citations