These lecture notes are based on [BNS+16] and were compiled for a guest lecture in the course CS229r “Information Theory in Computer Science” taught by Madhu Sudan at Harvard University in Spring 2016. Menu for today’s lecture: • Motivation • Model • Overfitting & comparison to non-adaptive data analysis • What can we do adaptively? • KL Divergence recap • Proof • Differential privacy (time per...

It is shown that statistics on the wreath product groups, Ck �Sn, can be interpreted in terms of natural statistics on lecture hall partitions. Lecture hall theory is applied to prove distribution results for statistics on Ck � Sn. Finally, some new statistics on Ck � Sn are introduced, inspired by lecture hall theory, and their distributions are derived.

PHTY 501. Gross Anatomy (Physical Therapy). 7 Hours. Semester course; 4 lecture and 6 laboratory hours. 7 credits. Examines the structural and functional anatomy of the human musculoskeletal system through lecture and cadaver dissection. Develops understanding of fundamental facts and principles that apply to professional practice through lecture, dissection, radiographic examination and clinic...

It is shown that statistics on the wreath product groups, Ck oSn, can be interpreted in terms of natural statistics on lecture hall partitions. Lecture hall theory is applied to prove distribution results for statistics on Ck oSn. Finally, some new statistics on Ck oSn are introduced, inspired by lecture hall theory, and their distributions are derived.

Chapter length: 10495 words, including figure captions. 6 figures. Exercises: Experiments with code above Lecture/slide topics: Lectures 1 and 2:-Basic anatomical and functional structure of the feed-forward visual pathway-HMAX Lecture 3:-Deep belief networks-Scene recognition and gist features Lecture 4:-Saliency maps: top-down, bottom-up and contextually guided models-Use of context for objec...

PHTY 501. Gross Anatomy (Physical Therapy). 7 Hours. Semester course; 4 lecture and 6 laboratory hours. 7 credits. Examines the structural and functional anatomy of the human musculoskeletal system through lecture and cadaver dissection. Develops understanding of fundamental facts and principles that apply to professional practice through lecture, dissection, radiographic examination and clinic...

La science-fiction investit la littérature numérique, tant par ses thématiques que l’envie même de rêver des formes littéraires du futur, permettant convoquer les technologies pour écrire mondes SF au plus près besoins œuvres. quant à elle, offre un éventail et gestes lecture nous repenser l’immersion (cf. Ryan, Triclot). Il est nécessaire comprendre comment ces derniers permettent une superpos...

This article contains the lecture notes for the short course “Introduction to Econophysics,” delivered at the II Brazilian School on Statistical Mechanics, held in São Carlos, Brazil, in February 2004. The main goal of the present notes is twofold: i) to provide a brief introduction to the problem of pricing financial derivatives in continuous time; and ii) to review some of the related problem...

PHTY 501. Gross Anatomy (Physical Therapy). 7 Hours. Semester course; 4 lecture and 6 laboratory hours. 7 credits. Examines the structural and functional anatomy of the human musculoskeletal system through lecture and cadaver dissection. Develops understanding of fundamental facts and principles that apply to professional practice through lecture, dissection, radiographic examination and clinic...