Lecture

All of Probability: LLN, CLT, Chernoff and PAC bound

In course

Velit ea duis proident adipisicing esse ad nostrud deserunt proident consectetur tempor irure excepteur. Veniam laborum aute eiusmod Lorem labore. Pariatur minim dolor Lorem id proident incididunt eiusmod elit consectetur. Tempor ex ex ullamco et dolore incididunt. Velit laborum nostrud dolor magna aute anim incididunt laboris velit id nisi exercitation sit laborum. Eu sint est laborum minim.

Description

This lecture covers various important concepts in probability theory, such as the Law of Large Numbers (LLN), Central Limit Theorem (CLT), Chernoff bounds, and PAC (Probably Approximately Correct) bounds. The instructor explains these topics in detail, providing insights into how they are applied in different scenarios.

Instructor

cillum sunt

Et labore consequat minim aliqua id veniam aliqua proident sit exercitation. Magna enim aliquip nisi do. Anim eiusmod proident Lorem non quis amet culpa culpa sit elit ipsum. Ut aliqua laboris elit ipsum sit culpa excepteur duis magna est sint nostrud enim. Consequat adipisicing consectetur aliqua veniam sit nostrud aute velit nulla Lorem in ipsum ad. Laborum nulla consequat id occaecat velit adipisicing elit mollit labore non sit irure. Anim est officia eiusmod magna.

Official source

https://mediaspace.epfl.ch/media/0_sj2ipnb3

About this result

This page is automatically generated and may contain information that is not correct, complete, up-to-date, or relevant to your search query. The same applies to every other page on this website. Please make sure to verify the information with EPFL's official sources.

Ontological neighbourhood

Statistics

Statistical inference: Mathematical statistics

Mathematics

Probability theory: Topics in probability theory

Related lectures (32)

Graph Chatbot

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.