This AI Model Can Intuit How the Physical World Works

Researchers have developed an AI system that learns about the world via videos and demonstrates a notion of “surprise” when ...

Building an AI Driven Portfolio Management System: From Machine Learning Basics to Advanced Implementation

Two important architectures are Artificial Neural Networks and Long Short-Term Memory networks. LSTM networks are especially useful for financial applications because they are designed to work with ...
Tech Xplore

Overparameterized neural networks: Feature learning precedes overfitting, research finds

Modern neural networks, with billions of parameters, are so overparameterized that they can "overfit" even random, ...
Traders Magazine

Systematic Approaches to Fixed Income: Insights from Russell Investments

Riti Samanta, Global Co-Head Fixed Income, Systematic Fixed Income Portfolio Manager, at Russell Investments, brings nearly ...
The Print

Leveraging AI and Machine Learning for Intelligent Portfolio Management

Artificial intelligence and machine learning are reshaping how investors build and maintain portfolios. These tools bring ...
GitHub

Imprecise Probabilistic Machine Learning

“There are known knowns. There are known unknowns. But there are also unknown unknowns—things we do not yet realize we do not know.”—Donald Rumsfeld (2002) While modern machine learning (ML) ...
IEEE

A Method of Malware Detection Using Machine Learning Algorithm

Abstract: The current challenge, in the cyber world is to identify and categorize software. To tackle this machine learning can be utilized to detect and classify malware by analyzing patterns, ...