[2020-08-03] My warmest congratulations to Christian A. Naesseth for winning the ISBA Savage Award (Theory and Methods).

[2020-06-30] Paper accepted for MLSP, together with Jakob Lindqvist, Amanda Olmin and Lennart Svensson! We develop a general framework for ensemble distillation that, instead of distilling the ensemble into a single predictive model, retain the distribution over the ensemble members. This provides a more complete description of the predictive uncertainty, making the model more robust and enables epistemic uncertainty quantification. Preprint is available here.

[2020-06-02] Per Sidén and I got a paper accepted for the International Conference on Machine Learning (ICML) [Read More]

[2020-05-28] I’m very happy to accounce my application together with Veoneer AB for a WASP Industrial PhD project got accepted! In August, Hariprasath Govindarajan will join Veoneer and STIMA as an industrial PhD student, working on the project Attentive and Disentangled Representation Learning. Welcome Hari! The company supervisor is Jacob Roll.

[2020-05-14] Today my PhD student Anna Wigren will defend her licentiate’s thesis (= roughly half way to PhD), Exploiting conjugacy in state-space models with sequential Monte Carlo. [Read More]