Видео ютуба по тегу Machine Learning Compressor Optimization

Optimization - Path Compression

Morteza Zadimoghaddam - Google Research - Data compression and submodular optimization...

ML5G Challenge tutorial #4: Machine Learning Model Optimization and Compression

Efficient Low-Dimensional Compression for Deep Overparameterized Learning, by Laura Balzano

Low overhead self-optimizing storage for compression by Jim Stam

Prompt Compression: Optimizing Token Usage | 360DigiTMG

Martin Jaggi: Workshop on Communication Efficient Distributed Optimization

FLOW Seminar #65: Peter Richtárik (KAUST) Permutation Compressor for Faster Distributed Optimization

Low-Rank Compression of Neural Nets: Learning the Rank of Each Layer

Peter Richtarik: "Permutation compressors for provably faster distributed nonconvex optimization"

AI Model Efficiency Toolkit (AIMET) Channel Pruning compression

Advanced Compressor Tree Synthesis for FPGAs

Dynamic Quantization with Intel Neural Compressor and Transformers

Image Compression Using Optimized Vector Quantization Algorithm

vLLM Office Hours #23 - Deep Dive Into the LLM Compressor - April 10, 2025

Operating System Development Stream | Compression algorithms