ChaCha for Online AutoML
- Qingyun Wu
In this work, we propose the ChaCha (Champion-Challengers) algorithm for making an online choice of hyperparameters in online learning settings. This work is published in ICML 2021.
Python notebook demo: https://github.com/microsoft/FLAML/blob/main/notebook/autovw.ipynb
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Chi Wang
Principal Researcher
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John Langford
Partner Researcher Manager
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Marco Rossi
Principal Data Scientist
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Paul Mineiro
Principal Data and Applied Scientist
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Qingyun Wu
Postdoc researcher
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Regardez suivant
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Session: Compute & Trust (Systems)
- Ashish Panwar,
- Aditya Desai,
- Abhilash Jindal
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Multimodal & Embodied Intelligence (Pt 1), Panel on Multimodal AI: Progress, Pitfalls, Possibilities
- Madhava Krishna,
- Sriram Ganapathy,
- Somak Aditya
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Session on Compute & Trust (Security)
- Krishna Pillutla,
- Danish Pruthi
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Session on Reasoning
- Hongxiang Fan,
- Nagarajan Natarajan
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Session on Retrieval
- Lokesh Nagalapatti,
- Soumen Chakrabarti
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