Mattias Villani

19 papers A* 1A 2C 1Misc 1Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2023 J jnl
Dynamic Mixture of Experts Models for Online Prediction.
Technometrics
Parfait Munezero, Mattias Villani, Robert Kohn
2022 J jnl
Robust Real-Time Delay Predictions in a Network of High-Frequency Urban Buses.
IEEE Trans. Intell. Transp. Syst.
Héctor Rodriguez Déniz, Mattias Villani
2021 J jnl
The Block-Poisson Estimator for Optimally Tuned Exact Subsampling MCMC.
J. Comput. Graph. Stat.
Matias Quiroz, Minh-Ngoc Tran, Mattias Villani, Robert Kohn, Khue-Dung Dang
2020 — conf
Anatomically Informed Bayesian Spatial Priors for FMRI Analysis.
ISBI
David Abramian, Per Sidén, Hans Knutsson, Mattias Villani, Anders Eklund
2020 J jnl
DOLDA: a regularized supervised topic model for high-dimensional multi-class regression.
Comput. Stat.
Måns Magnusson, Leif Jonsson, Mattias Villani
2020 A* conf
Spectral Subsampling MCMC for Stationary Time Series.
ICML
Robert Salomone, Matias Quiroz, Robert Kohn, Mattias Villani, Minh-Ngoc Tran
2019 J jnl
A Bayesian Dynamic Multilayered Block Network Model.
CoRR
Héctor Rodriguez Déniz, Mattias Villani, Augusto Voltes-Dorta
2019 J jnl
Hamiltonian Monte Carlo with Energy Conserving Subsampling.
J. Mach. Learn. Res.
Khue-Dung Dang, Matias Quiroz, Robert Kohn, Minh-Ngoc Tran, Mattias Villani
2019 J jnl
Real-Time Robotic Search using Hierarchical Spatial Point Processes.
CoRR
Olov Andersson, Per Sidén, Johan Dahlin, Patrick Doherty, Mattias Villani
2019 A conf
Real-Time Robotic Search using Structural Spatial Point Processes.
UAI
Olov Andersson, Per Sidén, Johan Dahlin, Patrick Doherty, Mattias Villani
2017 J jnl
A Bayesian heteroscedastic GLM with application to fMRI data with motion spikes.
NeuroImage
Anders Eklund, Martin A. Lindquist, Mattias Villani
2017 — conf
Bayesian Diffusion Tensor Estimation with Spatial Priors.
CAIP (1)
Xuan Gu, Per Sidén, Bertil Wegmann, Anders Eklund, Mattias Villani, Hans Knutsson
2017 J jnl
Fast Bayesian whole-brain fMRI analysis with spatial 3D priors.
NeuroImage
Per Sidén, Anders Eklund, David Bolin, Mattias Villani
2017 — conf
Urban network travel time prediction via online multi-output Gaussian process regression.
ITSC
Héctor Rodriguez Déniz, Erik Jenelius, Mattias Villani
2016 C conf
Automatic Localization of Bugs to Faulty Components in Large Scale Software Systems Using Bayesian Classification.
QRS
Leif Jonsson, David Broman, Måns Magnusson, Kristian Sandahl, Mattias Villani, Sigrid Eldh
2016 Misc conf
Intrusion-Damage Assessment and Mitigation in Cyber-Physical Systems for Control Applications.
RTNS
Rouhollah Mahfouzi, Amir Aminifar, Petru Eles, Zebo Peng, Mattias Villani
2015 A conf
Perception-Aware Power Management for Mobile Games via Dynamic Resolution Scaling.
ICCAD
Arian Maghazeh, Unmesh D. Bordoloi, Mattias Villani, Petru Eles, Zebo Peng
2014 J jnl
BROCCOLI: Software for fast fMRI analysis on many-core CPUs and GPUs.
Frontiers Neuroinformatics
Anders Eklund, Paul Dufort, Mattias Villani, Stephen LaConte
2014 — conf
Statistical analysis of process variation based on indirect measurements for electronic system design.
ASP-DAC
Ivan Ukhov, Mattias Villani, Petru Eles, Zebo Peng