Consent Control Goes Mobile: ISO Standards Meet EU’s Digital Identity Vision

:::info Authors: (1) Harshvardhan J. Pandit, ADAPT Centre, Dublin City University, Dublin, Ireland, and Cybersecurity and Data Protection Group, National Standards Institute, Ireland (me@harshp.com) (2) Jan Lindquist, Privacy and Security Group, Institute for Standards, Sweden (jan@linaltec.com); (3) Georg P. Krog, Signatu AS, Oslo, Norway (georg@signatu.com). ::: Table of Links Abstract and 1 Introduction 2 Overview … Read more

ISO Standards Framework for GDPR Article 7 Compliance and DGA Implementation

:::info Authors: (1) Harshvardhan J. Pandit, ADAPT Centre, Dublin City University, Dublin, Ireland, and Cybersecurity and Data Protection Group, National Standards Institute, Ireland (me@harshp.com) (2) Jan Lindquist, Privacy and Security Group, Institute for Standards, Sweden (jan@linaltec.com); (3) Georg P. Krog, Signatu AS, Oslo, Norway (georg@signatu.com). ::: Table of Links Abstract and 1 Introduction 2 Overview … Read more

Loops, Conditionals & AutoGraph: Writing Graph-Friendly TensorFlow Code

Table of Contents AutoGraph transformations Conditionals Loops Limitations Executing Python side effects All outputs of a tf.function must be return values Recursive tf.fuctions are not supported. Known issues Depending on Python global and free variables Depending on Python objects Creating tf.Variables AutoGraph transformations AutoGraph is a library that is on by default in tf.function, and transforms … Read more

If TensorFlow Had a Brain, It Would Be Made of Graphs

Table of Contents Overview What are graphs? The benefits of graphs Setup Taking advantage of graphs Converting Python functions to graphs Polymorphism: one tf.function, many graphs Using tf.function Graph execution vs eager execution Non-strict execution tf.function best practices Seeing the speed-up Performance trade offs When is a tf.function tracing? Next steps. Overview This guide goes … Read more

Application of SGRLD to Large-Scale Ocean Temperature Data: The Argo Case Study

:::info Authors: (1) Mohamed A. Abba, Department of Statistics, North Carolina State University; (2) Brian J. Reich, Department of Statistics, North Carolina State University; (3) Reetam Majumder, Southeast Climate Adaptation Science Center, North Carolina State University; (4) Brandon Feng, Department of Statistics, North Carolina State University. ::: Table of Links Abstract and 1 Introduction 1.1 … Read more

Netflix showed off new trailers for Knives Out 3 and del Toro’s Frankenstein

At its now-annual Tudum event, Netflix revealed new trailers for some of its more anticipated feature films. That includes the very first teaser for Guillermo del Toro’s live-action take on Frankenstein, which stars Oscar Isaac, Jacob Elordi, Mia Goth, Felix Kammerer, Lars Mikkelsen, David Bradley, Charles Dance, and Christoph Waltz. It starts streaming in November, … Read more

Battle of the Algorithms: Why SGRLD Beats the Competition in GP Inference

:::info Authors: (1) Mohamed A. Abba, Department of Statistics, North Carolina State University; (2) Brian J. Reich, Department of Statistics, North Carolina State University; (3) Reetam Majumder, Southeast Climate Adaptation Science Center, North Carolina State University; (4) Brandon Feng, Department of Statistics, North Carolina State University. ::: Table of Links Abstract and 1 Introduction 1.1 … Read more