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A Modern Introduction to Online Learning

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Francesco Orabona: As promised, I compiled all my lecture notes on Online Learning in a single PDF. Feedback is welcome! "A Modern Introduction to Online Learning" https://arxiv.org/abs/1912.13213 PS Happy New Year!

8 replies, 907 likes


Francesco Orabona: Big News! I am very excited to announce that @AshokCutkosky and I will give a tutorial at @icmlconf 2020 on Parameter-free Online Optimization! We will teach you how to get rid of learning rates, for real :) Please spread the word around! #icml2020 #tutorial #MachineLearning

6 replies, 200 likes


Francesco Orabona: New version of my monograph on online learning - Tons of errors fixed (thanks to you!) - Simplified FTRL proof - More history bits (just in time to check the refs in your NeurIPS submission 😉) - Added AdaHedge - Index of defs and algos - More exercises https://arxiv.org/abs/1912.13213

2 replies, 151 likes


ML Review: A Modern Introduction to Online Learning [126pp] Monograph by @bremen79 Refers regret minimization under worst-case assumptions. Prior knowledge not required. Proofs chosen to be as simple & short as possible. https://arxiv.org/abs/1912.13213 https://t.co/1T2KzTUKNM

0 replies, 116 likes


Hacker News: A Modern Introduction to Online Learning https://arxiv.org/abs/1912.13213

0 replies, 47 likes


Hacker News: A Modern Introduction to Online Learning https://arxiv.org/abs/1912.13213

0 replies, 36 likes


Gergely Neu: must-read for everyone in 2020

0 replies, 29 likes


Daniel Roy: Looking forward to curling up next to the fire with this one.

0 replies, 11 likes


Debasish (দেবাশিস্) Ghosh 🇮🇳: A Modern Introduction to Online Learning .. https://arxiv.org/abs/1912.13213 .. "the basic concepts of Online Learning through a modern view of Online Convex Optimization. "

0 replies, 7 likes


Christian Kroer: "No more parameter tuning" is a platform anyone who's implemented numerical algorithms can get behind. This should be exciting; pair it with Francesco's excellent lecture notes: https://arxiv.org/abs/1912.13213

0 replies, 6 likes


Debasish (দেবাশিস্) Ghosh 🇮🇳: "introduce the basic concepts of Online Learning through a modern view of Online Convex Optimization."

0 replies, 3 likes


Underfox: In this monograph is introduced the basic concepts of Online Learning through a modern view of online convex optimization. #MachineLearning https://arxiv.org/pdf/1912.13213.pdf https://t.co/IfUUqwYyUI

0 replies, 3 likes


Yen-Huan Li: A Modern Introduction to Online Learning. (arXiv:1912.13213v1 [cs.LG]) http://arxiv.org/abs/1912.13213 來自 @Inoreader

0 replies, 3 likes


Statistics Papers: A Modern Introduction to Online Learning. http://arxiv.org/abs/1912.13213

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Hacker News 100: A Modern Introduction to Online Learning https://arxiv.org/abs/1912.13213 (http://bit.ly/35dA4GW) via @pavanyara_

0 replies, 2 likes


cs.LG Papers: A Modern Introduction to Online Learning. Francesco Orabona http://arxiv.org/abs/1912.13213

1 replies, 1 likes


インタネットマナティ: [1912.13213] A Modern Introduction to Online Learning https://arxiv.org/abs/1912.13213 "In this monograph, I introduce the basic concepts of Online Learning through a modern view of Online Convex Optimization." おっ

1 replies, 0 likes


Content

Found on Jan 01 2020 at https://arxiv.org/pdf/1912.13213.pdf

PDF content of a computer science paper: A Modern Introduction to Online Learning