Dana Ron

Artificial Intelligence · 1996–2013

A researcher in the Science corpus: 7 papers; trusts 16 researchers and is trusted by 46 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 8 citations into it; #7,729 of 35,345 by trust here, #13,962 by citations
• Statistics and Probability — 6 citations into it; #2,062 of 12,932 by trust here, #4,132 by citations

Whom Dana Ron trusts overall

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

1. Lawrence R. Rabiner
2. Luc Devroye
3. Oded Goldreich
4. Eyal Kushilevitz
5. Anthony B. Atkinson
6. Wojciech Szpankowski
7. Arthur P. Dempster
8. Tuğkan Batu
9. Leslie G. Valiant
10. Yishay Mansour

Who trusts Dana Ron overall

1. Oded Goldreich
2. Jayadev Acharya
3. Yoshua Bengio
4. Gregory Valiant
5. Ronitt Rubinfeld
6. Kang Li
7. Ilias Diakonikolas
8. Clément Louis Canonne
9. François Pachet
10. Maryam Aliakbarpour

Papers from Dana Ron's perspective

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

1. Information Theory: 1948-1998 - Guest Editorial
2. A Probabilistic Theory of Pattern Recognition
3. Chervonenkis: On the uniform convergence of relative frequencies of events to their probabilities
4. A theory of the learnable
5. Learnability and the Vapnik-Chervonenkis dimension
6. Pattern classification and scene analysis
7. A tutorial on hidden Markov models and selected applications in speech recognition
8. Property testing and its connection to learning and approximation
9. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
10. Strong Lower Bounds for Approximating Distribution Support Size and the Distinct Elements Problem

Their papers

• The Power of Amnesia: Learning Probabilistic Automata with Variable Memory Length (2005) — 530 citations
• On Testing Expansion in Bounded-Degree Graphs (2000) — 348 citations
• Strong Lower Bounds for Approximating Distribution Support Size and the Distinct Elements Problem (2007) — 147 citations
• Property Testing in Bounded Degree Graphs (2002) — 390 citations
• Testing Properties of Collections of Distributions (2013) — 73 citations
• Algorithmic Stability and Sanity-Check Bounds for Leave-One-Out Cross-Validation (1997)
• Property testing and its connection to learning and approximation (1996)