Markus Heinonen

Identifiers

name variant Markus Heinonen 0.60 · backfill

Papers (13)

PriorGuide: Test-Time Prior Adaptation for Simulation-Based Inference stat.ML · 2025 · author #7
Neural Non-Stationary Spectral Kernel cs.LG · 2018 · author #2
Deep learning with differential Gaussian process flows cs.LG · 2018 · author #2
Deep convolutional Gaussian processes cs.LG · 2018 · author #3
Learning Stochastic Differential Equations With Gaussian Processes Without Gradient Matching stat.ML · 2018 · author #2
Bayesian Metabolic Flux Analysis reveals intracellular flux couplings stat.ML · 2018 · author #1
Variational zero-inflated Gaussian processes with sparse kernels stat.ML · 2018 · author #2
Learning unknown ODE models with Gaussian processes stat.ML · 2018 · author #1
mGPfusion: Predicting protein stability changes with Gaussian process kernel learning and data fusion stat.ML · 2018 · author #2
A Mutually-Dependent Hadamard Kernel for Modelling Latent Variable Couplings stat.ML · 2017 · author #2
Random Fourier Features for Operator-Valued Kernels cs.LG · 2016 · author #3
Non-Stationary Gaussian Process Regression with Hamiltonian Monte Carlo stat.ML · 2015 · author #1
Learning nonparametric differential equations with operator-valued kernels and gradient matching cs.LG · 2014 · author #1

Mentions

1411.5172 #1 · backfill · confidence 0.70 Markus Heinonen

Frequent Coauthors

Samuel Kaski 7 shared papers
Harri L\"ahdesm\"aki 6 shared papers
Henrik Mannerstr\"om 4 shared papers
Cagatay Yildiz 2 shared papers
Florence d'Alch\'e-Buc 2 shared papers
Juho Rousu 2 shared papers
Jukka Intosalmi 2 shared papers
Pashupati Hegde 2 shared papers
Sami Remes 2 shared papers
Arno Solin 1 shared papers
Daolang Huang 1 shared papers
Emmi Jokinen 1 shared papers
Janne Wallenius 1 shared papers
Kenneth Blomqvist 1 shared papers
Luigi Acerbi 1 shared papers
Maria Osmala 1 shared papers
Nasrulloh Loka 1 shared papers
Paul E. Chang 1 shared papers
Romain Brault 1 shared papers
Severi Rissanen 1 shared papers