Abstract: Model optimization is the most important component in the deep learning field, impacting performance and model training. In this chapter, techniques of optimization and their theoretical and ...

This website hosts the course material for Math 5650/6650 at Auburn University. The course will emphasize both theories and implementation of the common optimization methods. The theory part follows ...

Abstract: Mathematical optimization (MO) in “reality” is an area of applied mathematics that has significance in a wide range of fields, including the areas of operations research, soft computation, ...

We publish the best academic papers on rule-based techniques, LLMs, & the generation of text that resembles human text. byWritings, Papers and Blogs on Text Models@textmodels byWritings, Papers and ...

High-accuracy SIMD sin/cos/sincos library in C with AVX2, AVX-512, and NEON support. Full-range reduction. Fast at scale. Portable by design.