Dubbed Adaptive Branching Monte Carlo Tree Search (AB-MCTS), it is a new inference-time scaling algorithm by Sakana AI.

To solve this situation, Zstd offers a training mode, which can be used to tune the algorithm for a selected type of data. Training Zstandard is achieved by providing it with a few samples (one file ...

Dr. Ziya Arnavut of the State University of New York at Fredonia has received a patent for a software invention that provides ...

Joins LZ4/Snappy Decompressor for a fast, efficient, end-to-end accelerated lossless data compression solution supporting both algorithms.

When it comes to storing images, DNA strands could be a sustainable, stable alternative to hard drives. Researchers at EPFL are developing a new image compression standard designed specifically for ...

Image comparing the lossless compression rates of LMCompress with the traditional state-of-the-art methods and the large-model-based method that was proposed independently by a DeepMind-Meta&INRIA ...

For example, I can make a 256 kB text file, containing over 260,000 identical characters, and use a file compression tool and the Lempel–Ziv–Markov chain algorithm (LMZA) to squash it down to ...

Modern file compression is often quite magical, but it helps to know which tools and formats to use These are the most common types of files you'd want to compress, but there are many others that ...

“The compression ratio heuristic described in Section 4.6 fared best, correctly identifying 660 (27.9%) of the spam pages in our collection, while misidentifying 2, 068 (12.0%) of all judged pages.