IEEE

An adaptive accelerated derivative-free optimization algorithm based on noncommutative maps

Abstract: In this article, an adaptive accelerated derivative-free optimization algorithm is developed. A composition of noncommutative maps based on objective function evaluations is used to ...
TMCnet

Data Normalization vs. Standardization: What's the Difference and When to Use Each

Data Normalization vs. Standardization is one of the most foundational yet often misunderstood topics in machine learning and ...
IEEE

Error Analysis of Three-Layer Neural Network Trained With PGD for Deep Ritz Method

Abstract: Machine learning is a rapidly advancing field with diverse applications across various domains. One prominent area of research is the utilization of deep learning techniques for solving ...
HotHardware

Valve Updates Steam Machine Launch Timing And Pricing As Memory Costs Soar

Reports are coming in fast and furious of Valve delaying its Steam Machine launch as well as other upcoming hardware, but is that really the case? It really just depends on how you interpret Valve's ...
GitHub

Rethinking Temporal Fusion with a Unified Gradient Descent View for 3D Semantic Occupancy Prediction

In autonomous driving, understanding the 3D world over time is critical. Yet, most vision-based 3D Occupancy (VisionOcc) methods only scratch the surface of temporal fusion, focusing on simple ...
Wall Street Journal

The Housing Market Is Swinging Toward Buyers

Many home shoppers have given up on the depressed housing market, where sales are stuck at a 30-year low. But those buying are enjoying discounts at the highest rate in years. About 62% of buyers last ...