All Publications

Show all

2015

Koblents, Eugenia; Miguez, Joaquin

A Population Monte Carlo Scheme with Transformed Weights and Its Application to Stochastic Kinetic Models Journal Article

In: Statistics and Computing, 25 (2), pp. 407–425, 2015, ISSN: 0960-3174.

Abstract | Links | BibTeX | Tags: COMPREHENSION, degeneracy of importance weights, Importance sampling, Journal, population Monte Carlo, Stochastic kinetic models

2014

Martino, Luca; Elvira, Víctor; Luengo, David

An Adaptive Population Importance Sampler Inproceedings

In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), Florencia, 2014.

Links | BibTeX | Tags: ALCIT, COMPREHENSION

2013

Read, Jesse; Bielza, Concha; Larranaga, Pedro

Multi-Dimensional Classification with Super-Classes Journal Article

In: IEEE Transactions on Knowledge and Data Engineering, PP (99), pp. 1–1, 2013, ISSN: 1041-4347.

Abstract | Links | BibTeX | Tags: COMPREHENSION

Bifet, Albert; Read, Jesse; Zliobaite, Indre; Pfahringer, Bernhard; Holmes, Geoff

Pitfalls in Benchmarking Data Stream Classification and How to Avoid Them Inproceedings

In: ECML 2013: 24th European Conference on Machine Learning, 2013.

BibTeX | Tags: COMPREHENSION