Abstract: Inference capabilities of machine learning (ML) systems skyrocketed in recent years, now playing a pivotal role in various aspect of society. The goal in statistical learning is to use data ...

Probabilistic models, such as hidden Markov models or Bayesian networks, are commonly used to model biological data. Much of their popularity can be attributed to the existence of efficient and robust ...

A professional makeup artist watches a 1940s tutorial and discovers that women back then — with far less product and no algorithm to chase — often had it more figured out than today's influencers.

Although randomized controlled trials (RCTs) are the gold standard for establishing the efficacy and safety of a medical treatment, real-world evidence (RWE) generated from real-world data has been ...

This tutorial assumes that the user already has a basic working knowledge of Aeron Messaging. Aeron Cluster is a framework for high-performance in-memory fault-tolerant services. It implements the ...

An exclusive excerpt from Every Screen On The Planet reveals how the social media app’s powerful recommendation engine was shaped by a bunch of ordinary, twentysomething curators—including a guy named ...

Classification algorithms learn how to assign class labels to examples (observations or data points), although their decisions can appear opaque. A popular diagnostic for understanding the decisions ...

mlrose is a Python package for applying some of the most common randomized optimization and search algorithms to a range of different optimization problems, over both discrete- and continuous-valued ...

It isn’t uncommon for Instagram algorithms to flood your feed with stuff you don’t care about. Random ads, weird reels, or posts from accounts you barely know. If your feed’s a mess, it’s time to ...

Over the past decade, fuzzers have become the most widely used tools to test software security and robustness. Generating random inputs and feeding them to an application, they help detect undesired ...

In this post, we describe FrodoKEM, a key encapsulation protocol that offers a simple design and provides strong security guarantees even in a future with powerful quantum computers. For decades, ...

YouTube uses your history to suggest videos, but you can reset it anytime. To clear your YouTube history, follow simple steps on browser or mobile. Prevent YouTube ...