Below are the list of Katib presentations and demos. If you want to add your presentation or demo in this list please send a pull request. Please keep the list in reverse chronological order.
Title | Presenters | Event | Date |
---|---|---|---|
Hiding Kubernetes Complexity for ML Engineers Using Kubeflow | Andrey Velichkevich | RE-WORK MLOps Summit | 2022-11-10 |
Managing Thousands of Automatic Machine Learning Experiments with Argo and Katib | Andrey Velichkevich, Yuan Tang | ArgoCon | 2022-09-21 |
Cloud Native AutoML with Argo Workflows and Katib | Andrey Velichkevich, Johnu George | Argo Community Meeting | 2022-02-16 |
When Machine Learning Toolkit for Kubernetes Meets PaddlePaddle | Yuan Tang | Wave Summit | 2021-12-12 |
Bridging into Python Ecosystem with Cloud-Native Distributed Machine Learning Pipelines | Yuan Tang | ArgoCon | 2021-12-08 |
Towards Cloud-Native Distributed Machine Learning Pipelines at Scale | Yuan Tang | PyData | 2021-10-29 |
AutoML and Training WG Summit July 2021 | Kubeflow Community | Kubeflow Summit | 2021-07-16 |
MLOps and AutoML in Cloud-Native Way with Kubeflow and Katib | Andrey Velichkevich | MLREPA | 2021-04-25 |
A Tour of Katib's new UI for Kubeflow 1.3 | Kimonas Sotirchos | Kubeflow Community Meeting | 2021-03-30 |
New UI for Kubeflow components | Stefano Fioravanzo | Kubeflow Community Meeting | 2020-12-08 |
Using Pipelines in Katib | Andrey Velichkevich | Kubeflow Community Meeting | 2020-11-10 |
From Notebook to Kubeflow Pipelines with HP Tuning | Stefano Fioravanzo, Ilias Katsakioris | KubeCon | 2020-09-04 |
Distributed Training and HPO Deep Dive | Andrew Butler, Qianyang Yu, Tommy Li, Animesh Singh | Kubeflow Dojo | 2020-07-17 |
Hyperparameter Tuning with Katib | Stephanie Wong | Kubeflow 101 | 2020-06-21 |
Hyperparameter Tuning Using Kubeflow | Richard Liu, Johnu George | KubeCon | 2019-07-05 |
Kubeflow Katib & Hyperparameter Tuning | Richard Liu | Kubeflow Community Meeting | 2019-03-29 |
Neural Architecture Search System on Kubeflow | Andrey Velichkevich, Kirill Prosvirov, Jinan Zhou, Anubhav Garg | Kubeflow Community Meeting | 2019-03-26 |