IEEE

Differentially private data synthesis method based on nonlinear mapping embedding

Abstract: This paper introduces a synthetic data generation method Privnpgd based on private-PGD. private-PGD is a differential data generation method that utilizes optimal transmission and particle ...
InfoWorld

Spring AI tutorial: How to develop AI agents with Spring

Build your first fully functional, Java-based AI agent using familiar Spring conventions and built-in tools from Spring AI.
IEEE

Differentially Private Zeroth-Order Methods for Scalable Large Language Model Fine-tuning

Abstract: Fine-tuning large language models (LLMs) on down-stream tasks has become a standard approach to adapt their capabilities. However, the process raises privacy concerns when using sensitive ...
Seeking Alpha

Private Credit Is In Turmoil - Here's My Method And The Picks I Trust

Ares Capital Corp. and Capital Southwest Corp. are top BDC picks, offering >10% yields, skilled management, and strong financials. Low leverage and above-average ROE, not P/NAV discounts, are critical ...
Fair Observer

Private Credit Turned Out to Be an Illusion. What’s Next?

The global financial system has a way of reminding us that liquidity is often just a polite word for an illusion. For years, investors have poured trillions into private credit, lured by the promise ...