Confidential computing explained: Part 1 : introduction Part 2 : attestation I — Introduction We saw in the previous article why we need techniques such as confidential computing to secure sensitive workloads, and how different it is from regular methods.

Confidential computing explained: Part 1 : introduction Part 2 : attestation I — Introduction

Description of the Homomorphic Encryption landscape, what is HE and a first look at CKKS for an HE scheme on complex numbers. — Homomorphic encryption intro: Part 1: Overview and use cases Part 2: HE landscape and CKKS Part 3: Encoding and decoding in CKKS I. Introduction In the previous article https://medium.com/@dhuynh95/homomorphic-encryption-intro-part-1-overview-and-use-cases-a601adcff06c, …

Homomorphic encryption intro: Part 1: Overview and use cases Part 2: HE landscape and CKKS Part 3: Encoding and decoding in CKKS Introduction Advancements in machine learning algorithms have resulted in a widespread adoption across industries. …

Introduction This article is also available on my blog https://danywind.github.io/2020/01/28/fast-neptune.html Reproducibility has been an isssue in Machine Learning for some time. Not only does it pose a problem for research, as results shown in papers are often hard to reproduce in reality, but also in practice, where one wants to…

Today, Neural Networks have made the headlines in many fields, such as image classification of cancer tissues, text generation, or even credit scoring. Nevertheless, one big issue that is rarely tackled with these models, is the uncertainty of the prediction. When we humans learn, one of our greatest strengths is…

Once upon a Tweet, I came across this conversation from Jeremy Howard quoting Yann LeCun about batch sizes : As this subject was something that has always been in some part of my mind since I came across the very nice learning rate finder from Fastai, I always wondered if…

Introduction As we all know, Deep Learning has really soared these past years, and has become the face of “AI” today. …