| 2022/11/01 |
I started as Applied Scientist at AWS. |
| 2021/12/01 |
I started a new position as Solution Architect at Machine Learning Architects Basel. |
| 2021/10/18 |
I successfully defended my PhD! |
| 2021/03/02 |
I am a student organizer of the ICLR workshop on Geometrical and Topological Representation Learning |
Link |
| 2021/03/01 |
I co-organize the Clinical Machine Learning Track of the EPFL Applied Machine Learning Days Series |
Link |
| 2021/03/01 |
Successfully finished my AWS internship with a manuscript on time series anomaly detection using state space Gaussian processes. arXiv link to follow. |
| 2020/11/02 |
Excited to continue my research on time series at Amazon as an Applied Scientist Intern. |
| 2020/10/01 |
I started the fourth year of my PhD! |
| 2020/09/26 |
Our NeurIPS submission on "Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence" was accepted as a spotlight. |
Link |
| 2020/09/02 |
I am happy to be part of the program committee of the "Topological Data Analysis and Beyond" workshop at NeurIPS 2020. |
Link |
| 2020/07/22 |
I started blogging my summaries of the MLSS lectures. The first one is about causality. |
Link |
| 2020/05/27 |
New preprint on time series imputation strategies. |
Link |
| 2020/04/29 |
I was lucky enough to got selected for participation at the Machine Learning Summer School 2020! |
Link |
| 2020/03/09 |
Our work on circulatory failure prediction in the ICU was published in Nature Medicine. |
Link |
| 2019/11/16 |
Published a new blog post about our Wasserstein Kernel for Time Series. |
Link |
| 2019/10/01 |
I started the third year of my PhD! |
| 2019/10/01 |
Our Wasserstein-based subsequence kernel for time series has been accepted at the Optimal Transport in Machine Learning (OTML) Workhop at NeurIPS. |
Link |
| 2019/08/09 |
Our Wasserstein-based subsequence kernel for time series has been accepted at ICDM. |
Link |
| 2019/06/09 |
I published a blog article on persistent homology. |
Link |
| 2019/04/21 |
Our topological extension of the Weisfeiler-Lehman algorithm for graph classification has been accepted for poster presentation and a short talk at ICML. |
Link |
| 2019/03/17 |
I published my first blog article on S3M. |
Link |
| 2018/12/18 |
Our work on Neural Persistence has been accepted for poster presentation at ICLR. |
Link |
| 2018/10/01 |
I started the second year of my PhD! |
| 2018/06/19 |
I presented our work on S3M at the Personalized Health Technologies Research Conference in Zurich. |
Link |
| 2018/03/01 |
Our work on association mapping in biomedical time series (S3M) was accepted at ISMB and published in Bioinformatics. |
Link |
| 2017/10/01 |
I started my PhD at ETH Zurich in Karsten Borgwardt's Group of Machine Learning and Computational Biology |
Link |
