DataMining12-L3: Chernoff-Hoeffding Bounds (2 of 3)

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Video Lectures by Prof. Jeff M. Phillips given as courses in the School of Computing at the University of Utah. Topics include Data Mining, Computational Geometry, and Big Data Algorithmics.
  1. Jeff Phillips
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DataMining12-L3: Chernoff-Hoeffding Bounds 0:37:31

DataMining12-L3: Chernoff-Hoeffding Bounds (2 of 3)

DataMining12-L3: Chernoff-Hoeffding Bounds 0:37:50

DataMining12-L3: Chernoff-Hoeffding Bounds (1 of 3)

DataMining12-L3: Chernoff-Hoeffding Bounds 0:06:30

DataMining12-L3: Chernoff-Hoeffding Bounds (3 of 3)

Chernoff-Hoeffding Theorem - 0:54:23

Chernoff-Hoeffding Theorem - Lesson 02

Chernoff-Hoeffding Theorem - 0:37:53

Chernoff-Hoeffding Theorem - Lesson 01

Chernoff, Hoeffding, etc. 0:17:47

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

S18.3 Hoeffding's Inequality 0:18:28

S18.3 Hoeffding's Inequality

Mathematical Toolkit | 1:19:26

Mathematical Toolkit | Lecture 14: Threshold phenomena in random graphs, Chernoff-Hoeffding bounds

Hoeffding’s Inequality - 0:05:53

Hoeffding’s Inequality - Part II

Hoeffding’s Inequality -- 0:02:46

Hoeffding’s Inequality -- Part I

DataMining12-L2: Statistical Principles 0:05:03

DataMining12-L2: Statistical Principles (3 of 3)

Extremely Fast Decision 0:02:03

Extremely Fast Decision Tree Mining for Evolving Data Streams

[Introductory] Using a 0:03:44

[Introductory] Using a Chernoff bound to bound number of samples to achieve a good approximation

Data Mining Lecture 0:00:47

Data Mining Lecture 3 Part 3

Improved Hoeffding’s Lemma 0:02:37

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

Pillai : Chernoff 0:58:09

Pillai : Chernoff Bound and Polling

Chernoff Bound Proof 0:06:36

Chernoff Bound Proof

04-a LFD: Hoeffding 0:27:21

04-a LFD: Hoeffding bound for real learning.

[Spring 14] CLT, 0:15:35

[Spring 14] CLT, Chernoff Review

DataMining12-L2: Statistical Principles 0:37:29

DataMining12-L2: Statistical Principles (2 of 3)

Desigualdad de Hoeffding 0:03:06

Desigualdad de Hoeffding

03-b LFD: Learning 0:30:19

03-b LFD: Learning is feasible in the bin model, but not for sure. The Hoeffding Bound.

Data Mining Lecture 0:37:36

Data Mining Lecture 3 Part 2

DataMining12-L9: Hierarchical Clustering 0:37:31

DataMining12-L9: Hierarchical Clustering (2 of 3)

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