Sign in
Jakub Swiatkowski
Publication Activity (10 Years)
Years Active: 2018-2021
Publications (10 Years): 7
Top Topics
Markov Chain Monte Carlo
Variational Approximation
Hyperparameters
Posterior Distribution
Top Venues
CoRR
ICML
</>
Publications
</>
Piotr Januszewski
,
Mateusz Olko
,
Michal Królikowski
,
Jakub Swiatkowski
,
Marcin Andrychowicz
,
Lukasz Kucinski
,
Piotr Milos
Continuous Control With Ensemble Deep Deterministic Policy Gradients.
CoRR
(2021)
Linh Tran
,
Bastiaan S. Veeling
,
Kevin Roth
,
Jakub Swiatkowski
,
Joshua V. Dillon
,
Jasper Snoek
,
Stephan Mandt
,
Tim Salimans
,
Sebastian Nowozin
,
Rodolphe Jenatton
Hydra: Preserving Ensemble Diversity for Model Distillation.
CoRR
(2020)
Jakub Swiatkowski
,
Kevin Roth
,
Bastiaan S. Veeling
,
Linh Tran
,
Joshua V. Dillon
,
Stephan Mandt
,
Jasper Snoek
,
Tim Salimans
,
Rodolphe Jenatton
,
Sebastian Nowozin
The k-tied Normal Distribution: A Compact Parameterization of Gaussian Mean Field Posteriors in Bayesian Neural Networks.
CoRR
(2020)
Jakub Swiatkowski
,
Kevin Roth
,
Bastiaan S. Veeling
,
Linh Tran
,
Joshua V. Dillon
,
Jasper Snoek
,
Stephan Mandt
,
Tim Salimans
,
Rodolphe Jenatton
,
Sebastian Nowozin
The k-tied Normal Distribution: A Compact Parameterization of Gaussian Mean Field Posteriors in Bayesian Neural Networks.
ICML
(2020)
Florian Wenzel
,
Kevin Roth
,
Bastiaan S. Veeling
,
Jakub Swiatkowski
,
Linh Tran
,
Stephan Mandt
,
Jasper Snoek
,
Tim Salimans
,
Rodolphe Jenatton
,
Sebastian Nowozin
How Good is the Bayes Posterior in Deep Neural Networks Really?
ICML
(2020)
Florian Wenzel
,
Kevin Roth
,
Bastiaan S. Veeling
,
Jakub Swiatkowski
,
Linh Tran
,
Stephan Mandt
,
Jasper Snoek
,
Tim Salimans
,
Rodolphe Jenatton
,
Sebastian Nowozin
How Good is the Bayes Posterior in Deep Neural Networks Really?
CoRR
(2020)
Maciej Jaskowski
,
Jakub Swiatkowski
,
Michal Zajac
,
Maciej Klimek
,
Jarek Potiuk
,
Piotr Rybicki
,
Piotr Polatowski
,
Przemyslaw Walczyk
,
Kacper Nowicki
,
Marek Cygan
Improved GQ-CNN: Deep Learning Model for Planning Robust Grasps.
CoRR
(2018)