Search Results for author: Alex Rogozhnikov

Found 6 papers, 4 papers with code

Einops: Clear and Reliable Tensor Manipulations with Einstein-like Notation

no code implementations ICLR 2022 Alex Rogozhnikov

We propose einops notation: a uniform and generic way to manipulate tensor structure, that significantly improves code readability and flexibility by focusing on structure of input and output tensors.

Management

InfiniteBoost: building infinite ensembles with gradient descent

1 code implementation4 Jun 2017 Alex Rogozhnikov, Tatiana Likhomanenko

In machine learning ensemble methods have demonstrated high accuracy for the variety of problems in different areas.

BIG-bench Machine Learning General Classification +1

Inclusive Flavour Tagging Algorithm

no code implementations24 May 2017 Tatiana Likhomanenko, Denis Derkach, Alex Rogozhnikov

The proposed inclusive flavour-tagging algorithm is applicable to tag the flavour of $B$ mesons in any proton-proton experiment.

TAG

Reproducible Experiment Platform

1 code implementation1 Oct 2015 Tatiana Likhomanenko, Alex Rogozhnikov, Alexander Baranov, Egor Khairullin, Andrey Ustyuzhanin

Data analysis in fundamental sciences nowadays is an essential process that pushes frontiers of our knowledge and leads to new discoveries.

Data Analysis, Statistics and Probability

New approaches for boosting to uniformity

2 code implementations15 Oct 2014 Alex Rogozhnikov, Aleksandar Bukva, Vladimir Gligorov, Andrey Ustyuzhanin, Mike Williams

The use of multivariate classifiers has become commonplace in particle physics.

High Energy Physics - Experiment

Cannot find the paper you are looking for? You can Submit a new open access paper.