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Видео с ютуба Hoeffding's

S18.3 Hoeffding's Inequality

S18.3 Hoeffding's Inequality

A Visual Introduction to Hoeffding's Inequality - Statistical Learning Theory

A Visual Introduction to Hoeffding's Inequality - Statistical Learning Theory

Unit 1/Lecture 2 - 3. Hoeffding's Inequality

Unit 1/Lecture 2 - 3. Hoeffding's Inequality

What is the Chernoff Bound?

What is the Chernoff Bound?

Bounded Differences Inequality (aka Azuma-Hoeffding Inequality)

Bounded Differences Inequality (aka Azuma-Hoeffding Inequality)

Hoeffding's Inequality Explained: Exponential Confidence for Bounded Averages

Hoeffding's Inequality Explained: Exponential Confidence for Bounded Averages

Hoeffding’s Inequality -- Part I

Hoeffding’s Inequality -- Part I

Lecture 2: Hoeffding's Inequality

Lecture 2: Hoeffding's Inequality

4. Concentration Inequalities: Hoeffding's Inequality

4. Concentration Inequalities: Hoeffding's Inequality

L32 Hoeffding's inequality

L32 Hoeffding's inequality

Extremely Randomized Trees, Gradient Boosting (optional after 16:27 - Hoeffding Trees)

Extremely Randomized Trees, Gradient Boosting (optional after 16:27 - Hoeffding Trees)

Markov, Chebyshev, and Chernoff

Markov, Chebyshev, and Chernoff

Hoeffding’s Lemma and Hoeffding’s inequality proof

Hoeffding’s Lemma and Hoeffding’s inequality proof

[W2-5] Azuma Hoeffding's inequality

[W2-5] Azuma Hoeffding's inequality

Hoeffding’s Inequality - Part II

Hoeffding’s Inequality - Part II

Chernoff, Hoeffding, etc. bounds || @ CMU || Lecture 5c of CS Theory Toolkit

Chernoff, Hoeffding, etc. bounds || @ CMU || Lecture 5c of CS Theory Toolkit

Improved Hoeffding’s Lemma and Hoeffding’s Tail Bounds: A Recent Study

Improved Hoeffding’s Lemma and Hoeffding’s Tail Bounds: A Recent Study

Lecture 7

Lecture 7

04-a LFD: Hoeffding bound for real learning.

04-a LFD: Hoeffding bound for real learning.

Lecture 02 - Is Learning Feasible?

Lecture 02 - Is Learning Feasible?

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