Fredrik Lindsten

Backward Simulation Methods for Monte Carlo Statistical Inference

Fredrik Lindsten · Foundations and Trends® in Machine Learning · 2013 · 144 citations

Engineering, Machine Learning, Monte Carlo Methods +18

Particle gibbs with ancestor sampling

Fredrik Lindsten, Michael I. Jordan, Thomas B. Schön · Journal of Machine Learning Research · 2014 · 128 citations

Markov Kernels, Machine Learning, Data Science +13

Particle Gibbs with Ancestor Sampling

Fredrik Lindsten, Michael I. Jordan, Thomas B. Schön · arXiv (Cornell University) · 2014 · 122 citations · Full text

Markov Kernels, Machine Learning, Data Science +13

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

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

Document Clustering, Engineering, Machine Learning +15

Evaluating model calibration in classification

Juozas Vaicenavičius, David Widmann, Carl R. Andersson et al. · arXiv (Cornell University) · 2019 · 90 citations · Full text

Engineering, Machine Learning, Class Prediction +19