Dataconomy

APRIL 28, 2025

The Adaptive Gradient Algorithm (AdaGrad) represents a significant stride in optimization techniques, particularly in the realms of machine learning and deep learning. What is the Adaptive Gradient Algorithm (AdaGrad)? Its innovative mechanisms quickly gained traction among researchers and practitioners in the field.

Algorithm 91

Algorithm Natural Language Processing Machine Learning Machine Learning 91

Hacker News

MAY 6, 2023

Scientists interested in this latter approach were also represented at Dartmouth and later championed the rise of symbolic logic, using heuristic and algorithmic processes, which I’ll discuss in a bit. The program relied on early ideas of symbolic logic, with algorithmic steps and heuristic guidance in list form.

AI 164

AI AI Artificial Intelligence Artificial Intelligence 164

DataRobot Blog

MAY 10, 2022

It has been over a decade since the Federal Reserve Board (FRB) and the Office of the Comptroller of the Currency (OCC) published its seminal guidance focused on Model Risk Management ( SR 11-7 & OCC Bulletin 2011-12 , respectively). With this definition of model risk, how do we ensure the models we build are technically correct?

Machine Learning 64

Machine Learning Machine Learning Data Quality Algorithm 64

Dataconomy

JUNE 15, 2023

Aristotle’s ideas on logic and rationality have influenced the development of algorithms and reasoning systems in modern AI, creating the foundation of the timeline of artificial intelligence. AI-powered robots are equipped with sensors, perception systems, and decision-making algorithms to perceive and interact with their environment.

Artificial Intelligence 103

Artificial Intelligence Artificial Intelligence Deep Learning Deep Learning 103

Flipboard

MARCH 18, 2023

Some of his early published work on the question, from 2011 and 2012, raises questions about what shape those models will take, and how hard it would be to make developing them go well — all of which will only look more important with a decade of hindsight. I think many plausible regulations have a lot of downsides and may not succeed.

Artificial Intelligence 123

Artificial Intelligence Artificial Intelligence AI AI 123

Explosion

DECEMBER 17, 2013

Today, almost all high-performance parsers are using a variant of the algorithm described below (including spaCy). There are lots of problems to solve to make that work, but some sort of syntactic representation is definitely necessary. But the parsing algorithm I’ll be explaining deals with projective trees.

Python 45

Python Algorithm Natural Language Processing 45

Hacker News

FEBRUARY 14, 2023

And in fact the big breakthrough in “deep learning” that occurred around 2011 was associated with the discovery that in some sense it can be easier to do (at least approximate) minimization when there are lots of weights involved than when there are fairly few. First comes the embedding module. But that’s not the case.

Machine Learning 182

Machine Learning Machine Learning Algorithm Artificial Intelligence 182