Concepedia

Fredrik Lindsten

FL

Statistics

Publications

49

Citations

1.9K

H-Index

26

Active since

2009

Affiliations

Linköping University(Current)

Uppsala University

University of Cambridge

University of California, Berkeley

University of Newcastle Australia

Fredrik Lindsten is an author at Linköping University specializing in computing, monte carlo methods, and stochastic modeling.

Publications per year

2009–2022

49

Publications

49

Backward Simulation Methods for Monte Carlo Statistical Inference

Fredrik Lindsten · Foundations and Trends® in Machine Learning · 2013 · 145 citations

Computing, Computer Science, Machine Learning +16

Particle gibbs with ancestor sampling

Fredrik Lindsten, Michael I. Jordan, Thomas B. Schön · Journal of Machine Learning Research · 2014 · 132 citations

Computing, Biostatistics, Probability Theory +13

Particle Gibbs with Ancestor Sampling

Fredrik Lindsten, Michael I. Jordan, Thomas B. Schön · arXiv (Cornell University) · 2014 · 126 citations · Full text

Computing, Biostatistics, Probability Theory +13

Clustering using sum-of-norms regularization: With application to particle filter output computation

Fredrik Lindsten, Henrik Ohlsson, Lennart Ljung · 2011 · 103 citations · Full text

Computing, Computer Science, Mathematics +13

Evaluating model calibration in classification

Juozas Vaicenavičius, David Widmann, Carl R. Andersson et al. · arXiv (Cornell University) · 2019 · 91 citations · Full text

Computing, Systems Engineering, Machine Learning +15

1–5 of 49