Johan Jonasson

Mathematics · Physical Sciences

17h-index903citations70works0.52yr avg
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Research Topics

Stochastic processes and statistical mechanics(30), Markov Chains and Monte Carlo Methods(17), Theoretical and Computational Physics(12), Limits and Structures in Graph Theory(8), Bayesian Methods and Mixture Models(8)

Publications70 total

Posterior Sampling of Probabilistic Word Embeddings
arXiv (Cornell University)·2025Open Access
Variational Quantum Optimization with Continuous Bandits
arXiv (Cornell University)·2025· 1 citedOpen Access
Noise sensitivity and stability of deep neural networks for binary classification
Stochastic Processes and their Applications·2023· 1 citedOpen Access
Noise Sensitivity and Stability of Deep Neural Networks for Binary Classification
arXiv (Cornell University)·2023Open Access
Optimal subsampling designs
arXiv (Cornell University)·2023· 3 citedOpen Access
Generation times
Zenodo (CERN European Organization for Nuclear Research)·2022Open Access
A Unifying Framework for Estimating Generation Time in Age-Structured Populations: Implications for Phylogenetics and Conservation Biology
The American Naturalist·2022· 18 citedOpen Access
Elastic Gradient Descent, an Iterative Optimization Method Approximating the Solution Paths of the Elastic Net
arXiv (Cornell University)·2022· 5 citedOpen Access
Robust Neural Network Classification via Double Regularization
arXiv (Cornell University)·2021Open Access
Rapid mixing in unimodal landscapes and efficient simulatedannealing for multimodal distributions
arXiv (Cornell University)·2021Open Access
Optimal sampling in unbiased active learning
Chalmers Research (Chalmers University of Technology)·2020· 6 citedOpen Access
Leave-One-Out Cross-Validation for Bayesian Model Comparison in Large Data
Chalmers Research (Chalmers University of Technology)·2020· 3 cited
Leave-One-Out Cross-Validation for Bayesian Model Comparison in Large Data
arXiv (Cornell University)·2020· 30 citedOpen Access
Bayesian leave-one-out cross-validation for large data
arXiv (Cornell University)·2019· 16 citedOpen Access
Slow mixing for Latent Dirichlet Allocation
Statistics & Probability Letters·2017· 2 cited
Fast mixing for Latent Dirichlet allocation
arXiv (Cornell University)·2017· 1 citedOpen Access
Volatility of Boolean functions
Stochastic Processes and their Applications·2016· 6 cited
Investigating a Genetic Algorithm-Simulated Annealing Hybrid Applied to University Course Timetabling Problem : A Comparative Study Between Simulated Annealing Initialized with Genetic Algorithm, Genetic Algorithm and Simulated Annealing
KTH Publication Database DiVA (KTH Royal Institute of Technology)·2016· 5 citedOpen Access
Stationary random graphs on $\mathbb{Z}$ with prescribed iid degrees and finite mean connections
arXiv (Cornell University)·2015Open Access
Card-cyclic-to-random shuffling with relabeling
arXiv (Cornell University)·2015Open Access
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Frequent Co-authors

Olle Häggström(6), Jeffrey E. Steif(5), Russell Lyons(3), Oded Schramm(3), Måns Magnusson(3), Michael Riis Andersen(3), Aki Vehtari(2), Itaï Benjamini(2), Johan Tykesson(2), Elchanan Mossel(2), Yuval Peres(2), Henrik Imberg(2), Marina Axelson-Fisk(2), Petter Brändén(1), Tero Härkönen(1), Lisa Sundqvist(1), Scott V. Edwards(1), Karin C. Hårding(1), Devdatt Dubhashi(1), Desh Ranjan(1)