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
-
-
Chi Wang
Principal Researcher
-
John Langford
Partner Researcher Manager
-
Marco Rossi
Principal Data Scientist
-
Paul Mineiro
Principal Data and Applied Scientist
-
Qingyun Wu
Postdoc researcher
-
-
Watch Next
-
Assisted Algorithms
- Yuri Gurevich,
- Nikolaj Bjørner
-
-
-
-
Sparrow Studio Tutorial - Ep 1. - What is Sparrow Studio?
- Carl Chalmers,
- Bruno Demuro Segundo,
- Zhongqi Miao
-
-
-
Network transceiver insertion
- Elliott Hogg,
- Andromachi Chatzieleftheriou
-
-