Info-gap decision theory

(ML 11.8) Bayesian decision theory

Choosing an optimal decision rule under a Bayesian model. An informal discussion of Bayes rules, generalized Bayes rules, and the complete class theorems.

From playlist Machine Learning

Calculus 1.3.3 Evaluating Limits Using the Squeeze Theorem

From playlist Calculus I (Entire Course)

(ML 11.4) Choosing a decision rule - Bayesian and frequentist

Choosing a decision rule, from Bayesian and frequentist perspectives. To make the problem well-defined from the frequentist perspective, some additional guiding principle is introduced such as unbiasedness, minimax, or invariance.

From playlist Machine Learning

IAML7.15 Summary

From playlist Decision Tree Learning

Voting Theory: Monotonicity Criterion Using Instant Runoff Voting

This video explains the Monotonicity Criterion and how it can affect the outcome of an election when using instant runoff voting. Site: http://mathispower4u.com

From playlist Voting Theory

Calculus - Find the limit of a function using epsilon and delta

This video shows how to use epsilon and delta to prove that the limit of a function is a certain value. This particular video uses a linear function to highlight the process and make it easier to understand. Later videos take care of more complicated functions and using epsilon and delta

From playlist Calculus

Media Skills: Crash Course Media Literacy #11

Now that you have a solid understanding of the media landscape, it’s time to equip you with the essential skills for navigating it. *** Resources: NAMLE on Media Literacy https://namle.net/publications/media-literacy-definitions/ Digital divide persists even as lower-income Americans m

From playlist Media Literacy

Multivariable Calculus | The Squeeze Theorem

We calculate a limit using a multivariable version of the squeeze theorem. http://www.michael-penn.net http://www.randolphcollege.edu/mathematics/

From playlist Multivariable Calculus

Nexus Trimester - Christian Sohler (TU Dortmund)

Testing Cluster Structure of Graphs Christian Sohler (TU Dortmund) march 07, 2016 Abstract: We study the problem of recognizing the cluster structure of a graph in the framework of property testing in the bounded degree model. Given a parameter eps, a d-bounded degree graph is defined to

From playlist 2016-T1 - Nexus of Information and Computation Theory - CEB Trimester

BlueHat v9: Cloudifornication: Indiscriminate Information Intercourse Internet Infrastructure 6/6

Clip 6/6 Presented by Chris Hoff, Director of Cloud and Virtualization Solutions, Cisco Where and how our data is created, processed, accessed, stored, backed up and destroyed in what are sure to become massively overlaid cloud based services and by whom and using whose infrastructure

From playlist BlueHat v9

"Most Plausible Conspiracy Theory" Top 3 (Episode 12) | Join or Die with Craig Ferguson | History

Check out highlights from Episode 12, "History's Most Plausible Conspiracy Theory," to hear how little Judd Apatow understands about evolution. #JoinOrDie Subscribe for more from Join or Die and other great HISTORY shows: http://histv.co/SubscribeHistoryYT Find out more about the show an

From playlist Join or Die with Craig Ferguson | Official Series Playlist | History

Multivariable Calculus | Showing a limit does not exist

We introduce the notion of the limit of a function with more than one variable and provide a strategy for showing that the limit does not exist. http://www.michael-penn.net http://www.randolphcollege.edu/mathematics/

From playlist Multivariable Calculus

Stanford Seminar - Theories of inference for visual analysis

Jessica Hullman Northwestern University December 3, 2021 Research and development in computer science and statistics have produced increasingly sophisticated software interfaces for interactive and exploratory analysis, optimized for easy pattern finding and data exposure. But design p

From playlist Stanford Seminars

Quentin Berthet: Learning with differentiable perturbed optimizers

Machine learning pipelines often rely on optimization procedures to make discrete decisions (e.g. sorting, picking closest neighbors, finding shortest paths or optimal matchings). Although these discrete decisions are easily computed in a forward manner, they cannot be used to modify model

From playlist Control Theory and Optimization

Selection of the Best System using large deviations, and multi-arm Bandits by Sandeep Juneja

Large deviation theory in statistical physics: Recent advances and future challenges DATE: 14 August 2017 to 13 October 2017 VENUE: Madhava Lecture Hall, ICTS, Bengaluru Large deviation theory made its way into statistical physics as a mathematical framework for studying equilibrium syst

From playlist Large deviation theory in statistical physics: Recent advances and future challenges

JupyterLab Team Meeting - June 22, 2022

A meeting to share and discuss features, ideas, issues, and pull requests in JupyterLab and other Jupyter frontends. This meeting is open to anyone and everyone. Join future calls via the Jupyter community calendar: https://docs.jupyter.org/en/latest/community/content-community.html#jupyt

From playlist JupyterLab Meetings

Psych9B. Psychology Fundamentals. Lecture 16

UCI Psych 9B: Psych Fundamentals (Fall 2015) Lec 16. Psych Fundamentals View the complete course: http://ocw.uci.edu/courses/psych_9bpsy_beh_11b_psychology_fundamentals.html Instructor: Mark Steyvers, Ph.D. License: Creative Commons CC-BY-SA Terms of Use: http://ocw.uci.edu/info. More cou

From playlist Psych 9B: Psych Fundamentals

Can You Solve This Grade 12 Geometry Problem From Australia? The Marshmallow Chocolate Puzzle

A marshmallow has the shape of a cylinder with diameter 5 and height 3. A dessert is made with 24 marshmallows: there are two stacked layers of marshmallows, and each layer has 3 rows of 4 marshmallows. The gaps between the marshmallows are filled with chocolate. What is the volume of choc

From playlist Math Puzzles, Riddles And Brain Teasers

The Mean Value Theorem (average vs instantaneous rate of change) -- Calculus I

This lecture is on Calculus I. It follows Part I of the book Calculus Illustrated by Peter Saveliev. The text of the book can be found at http://calculus123.com.

From playlist Calculus I

Calculus 2.2a - A Graphical Look at Limits

An explanation of the concept of a limit, by looking at the graph of a function.

From playlist Calculus Chapter 2: Limits (Complete chapter)