Johan Jonasson

Full Professor at Analysis and Probability Theory

My research is focused on discrete probability theory and statistical mechanics. For more information, see http://www.math.chalmers.se/~jonasson/

Source: chalmers.se
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Showing 40 publications

2023

Elastic Gradient Descent, an Iterative Optimization Method Approximating the Solution Paths of the Elastic Net

Oskar Allerbo, Johan Jonasson, Rebecka Jörnsten
Journal of Machine Learning Research. Vol. 24, p. 1-35
Journal article
2023

Optimal subsampling designs

Henrik Imberg, Marina Axelson-Fisk, Johan Jonasson
Preprint
2023

Noise Sensitivity and Stability of Deep Neural Networks for Binary Classification

Johan Jonasson, Jeffrey Steif, Olof Zetterqvist
Stochastic Processes and their Applications. Vol. 165, p. 130-167
Journal article
2022

A Unifying Framework for Estimating Generation Time in Age-Structured Populations: Implications for Phylogenetics and Conservation Biology

Johan Jonasson, Tero Harkonen, L. Sundqvist et al
American Naturalist. Vol. 200 (1), p. 48-62
Journal article
2020

Leave-One-Out Cross-Validation for Bayesian Model Comparison in Large Data

Mans Magnusson, Michael Riis Andersen, Johan Jonasson et al
Proceedings of Machine Learning Research. Vol. 108, p. 341-350
Paper in proceeding
2020

Optimal sampling in unbiased active learning

Henrik Imberg, Johan Jonasson, Marina Axelson-Fisk
Proceedings of Machine Learning Research. Vol. 108, p. 559-569
Paper in proceeding
2019

Bayesian leave-one-out cross-validation for large data

Mans Magnusson, Michael Riis Andersen, Johan Jonasson et al
36th International Conference on Machine Learning, ICML 2019. Vol. 2019-June, p. 7505-7525
Paper in proceeding
2017

The spectrum and convergence rates of exclusion and interchange processes on the complete graph

Malin Palö Forsström, Johan Jonasson
Journal of Theoretical Probability. Vol. 30 (2), p. 639-654
Journal article
2017

The existence phase transition for two Poisson random fractal models

Erik Broman, Johan Jonasson, Johan Tykesson
Electronic Communications in Probability. Vol. 22
Journal article
2017

Slow mixing for Latent Dirichlet Allocation

Johan Jonasson
Statistics and Probability Letters. Vol. 129, p. 96-100
Journal article
2016

Volatility of Boolean functions

Johan Jonasson, Jeffrey Steif
Stochastic Processes and their Applications. Vol. 126 (10), p. 2956-2975
Journal article
2015

Card-cyclic-to-random shuffling with relabeling

Johan Jonasson
Alea. Vol. 12 (2), p. 793-810
Journal article
2015

Rapid mixing of dealer shuffles and clumpy shuffles

Johan Jonasson, B. Morris
Electronic Communications in Probability. Vol. 20, p. article no. 20 (11 pp.)-
Journal article
2013

The BK inequality for pivotal sampling a.k.a. the Srinivasan sampling process

Johan Jonasson
Electronic Communications in Probability. Vol. 18 (artikel nr 35), p. 1-6
Journal article
2013

Algebra och diskret matematik

Stefan Lemurell, Johan Jonasson
Book
2012

A BK inequality for randomly drawn subset of fixed size

Jacob van den Berg, Johan Jonasson
Probability Theory and Related Fields. Vol. 154 (3-4), p. 835-844
Journal article
2012

Mixing times for the interchange process

Johan Jonasson
Alea. Vol. 9 (2), p. 667-683
Journal article
2012

Negative dependence in sampling

Petter Brändén, Johan Jonasson
Scandinavian Journal of Statistics. Vol. 39 (4), p. 830-838
Journal article
2011

Mixing time bounds for overlapping cycles shuffles.

Johan Jonasson
Electronic Journal of Probability. Vol. 16 (46), p. 1281-1295
Journal article
2009

Visibility to infinity in the hyperbolic plane, despite obstacles

I. Benjamini, Johan Jonasson, O. Schramm et al
Alea. Vol. 6, p. 323-342
Journal article
2009

Invariant random graphs with iid degrees in a general geography

Johan Jonasson
Probability Theory and Related Fields. Vol. 143 (3-4), p. 643-656
Journal article
2008

Dynamical circel covering with homogeneous Poisson updating

Johan Jonasson
Statistics and Probability Letters. Vol. 78 (15), p. 2400-2403
Journal article
2008

Invariant random graphs with iid degrees in a general geography

Johan Jonasson
Probability Theory and Related Fields
Journal article
2008

Dynamical models for circle covering: Brownian motion and Poisson updating

Johan Jonasson, Jeffrey Steif
Annals of Probability. Vol. 36, p. 739-764
Journal article
2007

positiv influence and negative dependence

Devdatt Dubhashi, Johan Jonasson, Desh Ranjan
Combinatorics, Probability and Computing. Vol. 16, p. 29-41
Journal article
2006

The overhand shuffle mixes in $\Theta(n^2\log n)$ steps

Johan Jonasson
Annals of Applied Probability. Vol. 16, p. 241-243
Journal article
2006

Biased random-to-top shuffling

Johan Jonasson
Annals of Applied Probability. Vol. 16, p. 1034-1058
Journal article
2006

Stationary random graphs on Z with prescribed iid degrees and finite mean connections

Maria Deijfen, Johan Jonasson
Electronic Communications in Probability. Vol. 11, p. 336-346
Journal article
2006

Uniqueness and Non-uniqueness in Percolation Theory

Olle Häggström, Johan Jonasson
Probability Surveys. Vol. 3, p. 289-344
Journal article
2004

On the optimal strategy in a random game

Johan Jonasson
Electronic Communications in Probability. Vol. 9, p. 132-139
Journal article
2000

Optimization of shape in continuum percolation

Johan Jonasson
Preprint
1997

The random triangle model

Johan Jonasson
Preprint
1997

Phase transition in the random triangle model

Olle Häggström, Johan Jonasson
Preprint
1997

Amenability and phase transition in the Ising model

Johan Jonasson, Jeffrey Steif
Preprint
1996

Rates of convergence for lamplighter processes

Olle Häggström, Johan Jonasson
Preprint
1996

On maximum entropy $\pi$ps-sampling with fixed sample size

Johan Jonasson, Olle Nerman
Preprint

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Showing 1 research projects

2013–2018

Stochastics for big data and big systems - bridging local and global

Holger Rootzen Applied Mathematics and Statistics
Bernt Wennberg Mathematical Sciences
Rebecka Jörnsten Applied Mathematics and Statistics
Igor Rychlik Applied Mathematics and Statistics
Sergey Zuev Applied Mathematics and Statistics
Johan Jonasson Analysis and Probability Theory
Johan Wästlund Analysis and Probability Theory
Jeffrey Steif Analysis and Probability Theory
Olle Häggström Applied Mathematics and Statistics
Robert Berman Algebra and geometry
Aila Särkkä Applied Mathematics and Statistics
Knut and Alice Wallenberg Foundation

8 publications exist
There might be more projects where Johan Jonasson participates, but you have to be logged in as a Chalmers employee to see them.