Parameter-free Learning and Optimization Algorithms
parameterfree.com
A personal research blog and resource on parameter-free optimization algorithms, maintained by Francesco Orabona, covering theory, code, and practical insights without the need for manual learning rate tuning.
This site serves as an evolving monograph on parameter-free optimization, offering detailed mathematical explanations and accompanying code. Its value lies in the depth of content that bridges theoretical guarantees with practical implementations, making it a useful reference for researchers and engineers who want to move beyond hand-tuned hyperparameters. The ongoing series of posts and open-source code provide a focused, expert resource that reflects the author’s deep engagement with the topic.
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- language
- EN
- here since
- July 2026