Luca Martino

Statistics and Probability · 2012–2018

A researcher in the Science corpus: 4 papers; trusts 27 researchers and is trusted by 3 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 31 citations into it
• Artificial Intelligence — 28 citations into it; #23,062 of 35,345 by trust here, #28,481 by citations
• Probabilistic & Bayesian Methods — 20 citations into it
• Mathematical Physics — 6 citations into it
• Computer Networks and Communications — 5 citations into it

Whom Luca Martino trusts overall

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

1. Heikki Haario
2. Jun S. Liu
3. Olivier Capp'e
4. Eero Saksman
5. Arnaud Doucet
6. F. Liang
7. Jean-Michel Marin
8. Gareth O. Roberts
9. Art B. Owen
10. Randal Douc

Who trusts Luca Martino overall

1. Aki Vehtari
2. Andrew Gelman
3. Victor Elvira
4. Minghao Gu

Papers from Luca Martino's perspective

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

1. Population Monte Carlo
2. Monte Carlo Sampling Methods Using Markov Chains and Their Applications
3. Monte Carlo Strategies in Scientific Computing
4. Monte Carlo Statistical Methods
5. Sequential Monte Carlo Methods in Practice
6. On sequential Monte Carlo sampling methods for Bayesian filtering
7. Novel approach to nonlinear/non-Gaussian Bayesian state estimation
8. Minimum variance importance sampling via Population Monte Carlo
9. Adaptive proposal distribution for random walk Metropolis algorithm
10. Monte Carlo strategies in scientific computing

Their papers

• Rethinking the Effective Sample Size (2018) — 96 citations
• Generalized Multiple Importance Sampling (2015) — 169 citations
• On the flexibility of the design of multiple try Metropolis schemes (2012) — 64 citations
• MCMC-Driven Adaptive Multiple Importance Sampling (2015) — 14 citations