2022

GDE: Machine Learning with JAX and Flax

Introduction talk for learning JAX and Flax as Deep Learning framework

ICAI Meetup: CITRIS - Causal Identifiability from Temporal Intervened Sequences

I gave an short introduction into causal representation learning and our ICML work "CITRIS".

CI Working Group: Learning Causal Variables from Temporal Observations

I gave an overview on recent advances in causal representation learning and possible relations to causal incentives analysis in AGI safety at the Causal Incentive Working Group.

UvA Master AI: Alumnus Talk

I shared my experience of the Master AI program with new students of the 2022-2024 program.

UAI Invited Talk: Learning Causal Variables from Temporal Sequences with Interventions

I gave an invited talk on our vision for causal representation learning from temporal observations at the First Workshop on Causal Representation Learning at UAI 2022.

ICML Spotlight: CITRIS - Causal Identifiability from Temporal Intervened Sequences

I presented our ICML paper on causal representation learning from temporal observations.

SIGIR Contributed Talk: Simultaneously Improving Utility and User Experience in Task-oriented Dialogue Systems

I gave a contributed talk at the 2022 SIGIR Workshop on eCommerce on our paper "Simultaneously Improving Utility and User Experience in Task-oriented Dialogue Systems".