Class Suit Accuses Adobe of Using Pirated Books to Train AI Models

A class action accuses Adobe of secretly pulling hundreds of thousands of copyrighted books—including titles scraped from ...
The Washington Post

Inside an AI start-up’s plan to scan and dispose of millions of books

In early 2024, executives at artificial intelligence start-up Anthropic ramped up an ambitious project they sought to keep quiet. “Project Panama is our effort to destructively scan all the books in ...
IEEE

Step Size Adaptation for Accelerated Stochastic Momentum Algorithm Using SDE Modeling and Lyapunov Drift Minimization

Abstract: Training machine learning models often involves solving high-dimensional stochastic optimization problems, where stochastic gradient-based algorithms are hindered by slow convergence.
GitHub

An actuarial stochastic modeling library in python.

The Proteus Actuarial Library (PAL) is a fast, lightweight framework for building simulation-based actuarial and financial models. It handles complex statistical dependencies using copulas while ...
IEEE

Deep Recurrent Stochastic Configuration Networks for Modelling Nonlinear Dynamic Systems

Abstract: Deep learning techniques have shown promise in various domains. However, traditional methods can only demonstrate their universal approximation capability from an existential perspective, ...