Support vector regression can predict numeric values effectively, and this article shows how to implement and train a kernel SVR model in C# using stochastic sub-gradient descent.

Training large language models (LLMs) on heterogeneous data requires selecting minibatches that balance convergence speed with coverage across domains. Existing methods either select samples ...

FFmpeg Batch AV Converter is an ffmepg gui, a front-end for Windows and Linux using Wine-Mono, that allows the use of the full potential of ffmpeg command line with a few mouse clicks in a convenient ...

Abstract: This paper proposes a gradient descent iterative algorithm for target distance estimation in forward scatter radar. Through numerical results, it is demonstrated that the algorithm ...

Abstract: This article explores the problem of distributed optimization for functions that are smooth and nonstrongly convex over directed networks. To address this issue, an improved distributed ...