Smart Data Collective

SEPTEMBER 30, 2021

It’s no secret that artificial intelligence and technology has been developing quickly in recent times, with applications such as CAPTCHA that prevent bots from accessing sites, thermostats that adapt to our daily schedules or even algorithms that could choose potential vacation destinations for us. Using AI to account for carbon footprints.

Machine Learning 121

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 121

Mlearning.ai

MARCH 9, 2023

pixels) that are causally related to the segmentation label (i.e., However, these algorithms are vulnerable to adversarial attacks, where imperceptible perturbations to the input image can lead to significant misclassifications (Goodfellow et al., 2018; Sitawarin et al., 2018; Papernot et al., foreground or background) (Xu et al.,

Deep Learning 52

Deep Learning Deep Learning Algorithm Machine Learning 52

Mlearning.ai

MAY 8, 2023

y) * y; }); DiagonalMatrix result = diagonal.asDiagonal(); return result; } private: static double helper(double z) { double result; if (z >= 45.) else if (z <= -45.) exp(-z)); return result; } }; We will see how to use the activiation function derivative when covering the backpropagation algorithm. result = 1.;

Deep Learning 52

Deep Learning Deep Learning Machine Learning Machine Learning 52

Google Research AI blog

FEBRUARY 9, 2023

Posted by Ted White and Ofer Naaman, Staff Research Scientists, Google Quantum AI The Google Quantum AI team is building quantum computers with superconducting microwave circuits, but much like a classical computer the superconducting processor at the heart of these computers is only part of the story. Why microwave amplifiers?

AI 101

AI AI Algorithm 101

Hacker News

FEBRUARY 3, 2023

This is part 1 in a 3-part series about the Second Law: 1. Computational Foundations for the Second Law of Thermodynamics 2. A 50-Year Quest: My Personal Journey with the Second Law of Thermodynamics 3. How Did We Get Here? The Tangled History of the Second Law of Thermodynamics The Mystery of the Second Law Entropy increases.

Computer Science 176

Computer Science Computer Science Algorithm Machine Learning 176

Mlearning.ai

JULY 18, 2023

Large language models (LLM) have transformed the field of natural language processing (NLP) with their remarkable text understanding and generation abilities. However, these pre-trained models may not be well-tailored to specific tasks or domains. Traditional finetuning requires updating and storing all parameters, which is prohibitively expensive.

Natural Language Processing 52

Natural Language Processing Machine Learning Machine Learning ML 52

AWS Machine Learning Blog

FEBRUARY 10, 2023

This post is co-written with Jonathan Jung, Mike Band, Michael Chi, and Thompson Bliss at the National Football League. A coverage scheme refers to the rules and responsibilities of each football defender tasked with stopping an offensive pass. It is at the core of understanding and analyzing any football defensive strategy.

ML 65

ML ML Machine Learning Machine Learning 65

Dragan Djuric

JUNE 22, 2021

In our case, x and y are somewhat similar ( 0.714 ) which does not tell us that much, but it can tell us that they are more similar that z if cosine similarity with z is, say, 0.5. Let's start right in the middle of the story, and play with cosine similarity. I'll tell you why in a few minutes.

Deep Learning 40

Deep Learning Deep Learning Machine Learning Machine Learning 40

O'Reilly Media

OCTOBER 18, 2022

A recently passed law in New York City requires audits for bias in AI-based hiring systems. And for good reason. AI systems fail frequently, and bias is often to blame. A recent sampling of headlines features sociological bias in generated images , a chatbot , and a virtual rapper. In security, bias isn’t just offensive and harmful.

AI 116

AI AI Algorithm Hypothesis Testing 116