Abstract: The gradient descent bit-flipping with momentum (GDBF-w/M) and probabilistic GDBF-w/M (PGDBF-w/M) algorithms significantly improve the decoding performance of the bit-flipping (BF) algorithm ...
We evaluate DeepCode on the PaperBench benchmark (released by OpenAI), a rigorous testbed requiring AI agents to independently reproduce 20 ICML 2024 papers from scratch. The benchmark comprises 8,316 ...
Vector Post-Training Quantization (VPTQ) is a novel Post-Training Quantization method that leverages Vector Quantization to high accuracy on LLMs at an extremely low bit-width (<2-bit). VPTQ can ...
Abstract: Iterative decoding algorithms based on the alternating direction method of multipliers (ADMM) decoding of low density parity check (LDPC) codes has emerged as an alternating decoding method ...
Union City Commissioner Douglas Bine filed the suit in November of 2024 after losing his seat in a close election. New report reveals families in southern Ohio living on land at risk of causing cancer ...
WASHINGTON — A majority of Supreme Court justices appeared willing to scrap a 90-year-old precedent upholding the constitutionality of independent regulatory commissions, a move that opponents fear, ...
To continue reading this content, please enable JavaScript in your browser settings and refresh this page. Preview this article 1 min After years of surging home ...