Ilya Nemenman

Molecular Biology · 2000–2015

A researcher in the Science corpus: 8 papers; trusts 15 researchers and is trusted by 33 researchers here, as inferred from the citation graph.

Subfields

• Molecular Biology — 47 citations into it; #1,624 of 17,773 by trust here, #7,205 by citations
• Artificial Intelligence — 18 citations into it; #11,326 of 35,345 by trust here, #18,186 by citations
• Information Theory — 13 citations into it
• Genetics — 12 citations into it; #736 of 6,854 by trust here, #4,505 by citations
• Probabilistic & Bayesian Methods — 10 citations into it
• Scaling & Learning Theory — 6 citations into it

Whom Ilya Nemenman trusts overall

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

1. David John Cameron MacKay
2. Jorma Rissanen
3. Michael D. Schmidt
4. Eric R. Ziegel
5. James P. Crutchfield
6. Yuhai Wu
7. Bryan C. Daniels
8. David Haussler
9. Nikos K. Logothetis
10. Atul J. Butte

Who trusts Ilya Nemenman overall

1. Maizar Raissi
2. Le Song
3. Alex Smola
4. Anne-Florence Bitbol
5. Liam Paninski
6. Steven L. Brunton
7. John Ingraham
8. Jiantao Jiao
9. Arthur Gretton
10. Katerina Hlaváčková-Schindler

Papers from Ilya Nemenman's perspective

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

1. Information Theory: 1948-1998 - Guest Editorial
2. Probabilistic reasoning in intelligent systems: Networks of plausible inference
3. Generalized Belief Propagation
4. Modeling By Shortest Data Description*
5. Minimum complexity density estimation
6. Stochastic Complexity and Modeling
7. The Elements of Statistical Learning
8. Information Theory and an Extension of the Maximum Likelihood Principle
9. MUTUAL INFORMATION, METRIC ENTROPY AND CUMULATIVE RELATIVE ENTROPY RISK
10. Fisher information and stochastic complexity

Their papers

• Predictability, Complexity, and Learning (2000) — 219 citations
• Entropy and Inference, Revisited (2001) — 297 citations
• Reverse engineering cellular networks (2006) — 388 citations
• Automated adaptive inference of phenomenological dynamical models (2015) — 208 citations
• Efficient Inference of Parsimonious Phenomenological Models of Cellular Dynamics Using S-Systems and Alternating Regression (2014) — 102 citations
• Information transduction capacity of noisy biochemical signaling networks (2011) — 517 citations
• The Berry phase and the pump flux in stochastic chemical kinetics (2006) — 121 citations
• ARACNE: An Algorithm for the Reconstruction of Gene Regulatory Networks in a Mammalian Cellular Context (2004) — 2,804 citations