IEEE

DRL Optimization Trajectory Generation via Wireless Network Intent-Guided Diffusion Models for Resource Allocation

Abstract: With the rapid advancements in wireless communication fields, including low-altitude economies, 6G, and Wi-Fi, the scale of wireless networks continues to expand, accompanied by increasing ...

Multi-Asset 2026 Outlook: Navigating Key Controversies

Fears of tariff-related slowdown and renewed inflation proved misplaced, as growth surprised to the upside and inflation ...
Financial Advisor

Beyond 1/N: A First-Principles Approach To Alternative Asset Allocation

A thoughtful allocation strategy requires adjusting the equal-weight baseline based on four key considerations.

Total Return Forecasts: Major Asset Classes - January 5, 2026

Long-term expectations for the Global Market Index (GMI) remained steady at a 7%-plus pace for the annualized total return ...

Why Long-Term Portfolio Returns May Look Different in the Next Decade

Long-term expectations for the Global Market Index (GMI) remained steady at a 7%-plus pace for the annualized total return ...
Financial Advisor

A Sensible Approach To Alternative Investment Asset Allocation

This is why I overweight alternatives with strong risk-based explanations—like illiquidity premiums or value premiums—relative to those driven purely by behavioral factors like momentum. The former ...
IEEE

Mobility-Aware Federated Learning: Optimizing Performance with Interpretable Models and Wireless Channel Resource Allocation

Abstract: The integration of the Internet of Things (IoT) with Federated Learning (FL) offers a transformative approach to addressing the challenges of massive data processing and privacy preservation ...