# differential

## ODE bifurcation example

A few days ago I wrote about bifurcation for a discrete system. This post looks at a continuous example taken…

## Short video introducing differential privacy

Here is a 12-minute video from Minute Physics, in collaboration with the US Census Bureau, giving an overview of differential…

## AI Differential Privacy and Federated Learning

AI Differential Privacy and Federated LearningUse of Artificial Intelligence on users sensitive data has recently raised numerous concerns. Differential Privacy…

## Understanding Differential Privacy

The idea behind PATE is applying a DP aggregation (Report Noisy Max algorithm) on outputs of sensitive models, called “teachers”…

## Differential Equations — Basics

Because you’ll likely never run into a completely foreign DFQ. Most DFQs have already been solved, therefore it’s highly likely…

## Protecting privacy while keeping detailed date information

A common attempt to protect privacy is to truncate dates to just the year. For example, the Safe Harbor provision…

## Exploring Learning Rates to improve model performance in Keras

Exploring Learning Rates to improve model performance in KerasGuncha GargBlockedUnblockFollowFollowingJun 5The learning rate is a hyper parameter that controls how much…

## Comparing Truncation to Differential Privacy

Traditional methods of data de-identification obscure data values. For example, you might truncate a date to just the year. Differential…

## Elementary solutions to differential equations

Differential equations rarely have closed-form solutions. Some do, and these are emphasized in textbooks. For this post we want to…

## Scaling up differential privacy: lessons from the US Census

The paper Issues Encountered Deploying Differential Privacy describes some of the difficulties the US Census Bureau has run into while…

## US Census Bureau embraces differential privacy

The US Census Bureau is convinced that traditional methods of statistical disclosure limitation have not done enough to protect privacy.…

## Exploring 2D differential growth with JavaScript

Exploring 2D differential growth with JavaScriptJason WebbBlockedUnblockFollowFollowingJan 28In the natural world there is a seemingly endless array of shapes and…

## Data Privacy and Anonymization Techniques

Simple Techniques to Anonymize Data A simple approach to maintaining personal data privacy when using data for predictive modeling or…

## A High-level Introduction to Differential Privacy

As stated in “Differential Privacy: A Survey of Results,” differential privacy can be ensured for any query sequence by running…