Sep 26, 2024 | Our paper on HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models got accepted at the NeurIPS 2024 DBT Track. |
Aug 06, 2024 | Our paper on Structural Pruning of Pre-trained Language Models via Neural Architecture Search got accepted at TMLR. |
Jul 01, 2024 | I started as Junior Research Group Leader at ScaDS.AI |
Feb 01, 2024 | I am invited as a keynote speaker at the AutoML Conference 2024 |
Jan 15, 2024 | I will give a tutorial on hyperparameter search and neural architecture search at the MESS 2024 summer school |
Dec 12, 2023 | I will give a talk at BLISS about Automated Machine Learning |
Jun 18, 2023 | Our paper on Optimizing Hyperparameters with Conformal Quantile Regression got accepted at ICML 2023. |
Feb 18, 2023 | I will give a talk at the SIAM23 Minisymposia on Bayesian Optimization in the Real World |
Dec 15, 2022 | The first version of our HPO Chapter for the D2L Book ist out! |
Jul 25, 2022 | Our paper on Automatic Termination for Hyperparameter Optimization won the best paper award at the AutoML conference. |
Jun 29, 2022 | We published a new blog post on ‘Hyperparameter optimization for fine-tuning pre-trained transformer models from Hugging Face’ |
Jun 01, 2022 | Two papers accepted at the first AutoML conference: The first paper is about our open-source HPO framework Syne Tune. The second paper presents a new termination criterion for HPO. |
Nov 19, 2021 | We released Syne Tune, an open-source python library for distributed hyperparameter and neural architecture search. For more information, see our blog post. |
Oct 07, 2021 | I will serve as senior area chair at the first AutoML Conference |
May 31, 2021 | BORE with Louis Tiao et al. was accepted as a long talk to ICML 2021 |
Feb 01, 2021 | Our paper about ABRAC with Samuel Horvath et al. was accepted at AISTATS 2021 |
Jan 07, 2021 | We organize another NAS workshop at ICLR 2021. |
Jun 15, 2020 | We organized a tutorial at CVPR 2020 about HPO and NAS |
Jun 01, 2020 | Together with Giovanni Zappella and Arber Zela, we organize a series of virtual seminars on AutoML |
Jan 15, 2015 | I successfully defended my Phd thesis |