I was invited to give a lecture on Efficient Federated Learning at the REAML Summer School 2022.
I was invited as keynote speaker at the Workshop on Data-Centric Dependability and Security 2022 (DCDS ) where I gave a presentation on Secure and Trustworthy Federated Learning.
I am co-chair of the Workshop on Parallel, Distributed, and Federated Learning (PDFL’21) at ECMLPKDD 2021 (A, top 18% ). We had two fantastic keynotes by Bharat Rao on “Opportunities and Challenges for Federated Learning in Healthcare ” and by Blaise Agüera y Arcas on “Social AI and Distributed Ethics “.
I am co-chair of the International Workshop on Machine Learning for Cybersecurity (MLCS’21) at ECMLPKDD 2021 (A, top 16% ). We are looking forward to your contributions (CfP ).
We are organizing the third version of our Workshop on Parallel, Distributed, and Federated Learning (PDFL’20) at ECMLPKDD 2020 (A, top 18% ). Note that we have renamed the workshop from DMLE to PDFL to include a wider range of novel topics. We are looking forward to your contributions (CfP ).
I am co-chair of the 2nd International Workshop on Machine Learning for Cybersecurity (MLCS’20) at ECMLPKDD 2020 (A, top 18% ). We are looking forward to your contributions (CfP ).
I am co-chair of the 2nd International Workshop on Data-Centric Dependability and Security (DCDS’20) at this years DSN (A, top 18% ).
I am co-chair of the 2nd International Workshop on Decentralized Machine Learning at the Edge (DMLE’19) at this years ECML PKDD ’19 (A, top 18% ).
I am co-chair of the 1st International Workshop on Machine Learning for Cybersecurity (MLCS’19) at this years ECML PKDD ’19 (A, top 18% ). We are looking forward to your contributions.
Together with my colleague Linara Adilova, I gave a talk at the AI4U conference on Decentralized Machine Learning at the Edge. The slides are available in the conference’s app .
I am co-chair of the 1st International Workshop on Data-Centric Dependability and Security (DCDS’19) at this years DSN (A, top 18% ). We are looking forward to your contributions (CfP ).
Awards
I received the NeurIPS 2021 outstanding reviewer award .
I received a 2021 ICLR reviewer award .
Our paper “Resource-Constrained On-Device Learning by Dynamic Averaging ” won the Best Paper Award at the PDFL’20 workshop. Congratulations to Lukas, and our co-authors.
I received the NeurIPS 2019 best reviewer award .
I received the ICML 2019 reviewer award .