The international conference on automated machine learning (AutoML) is the premier gathering of professionals focussed on the progressive automation of machine learning (ML), aiming to develop automated methods for making ML methods more efficient, robust, trustworthy, and available to everyone. A special focus of the AutoML conference lies on openness: via sharing of code, we hope to facilitate a culture of open collaborations across academic and industrial partners.
Tutorial: Open Source Vizier | 01:28:03 |
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Opening & Welcome | 00:42:50 |
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Language Modelling for Optimization | 01:24:48 |
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AutoML and LLMs | 00:45:02 |
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Automated Data Science | 00:44:11 |
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Competition Reports | 01:09:52 | |
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Introduction | 00:00:19 | |
Auto-Survey Challenge | 00:17:26 | |
AutoML Cup 2023 - Toward Data-Centric AutoML | 00:17:40 | |
4th Unseen-Data NAS Challenge AutoML 2024 | 00:12:30 | |
The AlgoPerf: Training Algorithms Benchmark | 00:21:57 |
Closing | 00:24:02 |
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