Optimization of Oblivious Decision Tree Ensembles Evaluation for CPU

1 code implementation • 1 Nov 2022 • Alexey Mironov, Ilnur Khuziev

We increase performance by 20-40% using AVX2 instructions without quality impact.

Russian Web Tables: A Public Corpus of Web Tables for Russian Language Based on Wikipedia

3 code implementations • 3 Oct 2022 • Platon Fedorov, Alexey Mironov, George Chernishev

In this paper, we present the first corpus of Web tables created specifically out of Russian language material.

Management Question Answering

Optimization of Decision Tree Evaluation Using SIMD Instructions

1 code implementation • 15 May 2022 • Alexey Mironov, Ilnur Khuziev

This paper investigates the opportunities given by the AVX instruction set to evaluate models more efficiently.

Binarization Learning-To-Rank