YoVDO

Model Explanations with Differential Privacy

Offered By: Association for Computing Machinery (ACM) via YouTube

Tags

ACM FAccT Conference Courses Machine Learning Courses Differential Privacy Courses Model Interpretability Courses

Course Description

Overview

Explore the intersection of model explanations and differential privacy in this 15-minute conference talk presented by Neel Patel, Reza Shokri, and Yair Zick at an Association for Computing Machinery (ACM) event. Delve into the challenges and solutions for providing interpretable machine learning model explanations while maintaining individual privacy through differential privacy techniques.

Syllabus

Model Explanations with Differential Privacy


Taught by

ACM FAccT Conference

Related Courses

Statistical Machine Learning
Carnegie Mellon University via Independent Secure and Private AI
Facebook via Udacity Data Privacy and Anonymization in R
DataCamp Build and operate machine learning solutions with Azure Machine Learning
Microsoft via Microsoft Learn Data Privacy and Anonymization in Python
DataCamp