Posts by Vyacheslav Efimov

[ad_1] Smartly transforming a hash table to a probabilistic data structure to trade accuracy for large memory gainsHash table is one of the most widely known and used data structures.…

[ad_1] Large Language Models, GPT-2 — Language Models Are Unsupervised Multitask LearnersAcing GPT capabilities by turning it into a powerful multitask zero-shot modelIntroductionGPT is a well-known series of models whose last versions…

[ad_1] Understand the logic behind the fundamental algorithm used inside the gradient descentIn time series analysis, there is often a need to understand the trend direction of a sequence by…

[ad_1] Unlocking the secrets of BERT compression: a student-teacher framework for maximum efficiencyIn recent years, the evolution of large language models has skyrocketed. BERT became one of the most popular…

[ad_1] Learn about key techniques used for BERT optimisationThe appearance of the BERT model led to significant progress in NLP. Deriving its architecture from Transformer, BERT achieves state-of-the-art results on…

[ad_1] Discover one of the most efficient sorting algorithmsQuicksort is probably the most popular sorting algorithm. In many experiments, it was shown that on average it performs better than other…

[ad_1] Learn about main ranking algorithms for sorting search results12 min read·12 hours agoLearning to rank (LTR) is a class of supervised machine learning algorithms aiming to sort a list…

[ad_1] Discover how Google search engine ranks documents based on their link structureRanking is an important problem in machine learning. Given a set of documents, the goal is to sort…

[ad_1] Explore how similarity information can be incorporated into hash function10 min read·13 hours agoSimilarity search is a problem where given a query the goal is to find the most…

[ad_1] Learn how to adjust regression algorithms to predict any quantile of dataRegression is a machine learning task where the goal is to predict a real value based on a…