1.1k citations
- Lomonosov Moscow State UniversityRU146 papers
- Yandex School of Data AnalysisRU143 papers
- Centre National de la Recherche ScientifiqueFR136 papers
- University of ZurichCH136 papers
- European Organization for Nuclear ResearchCH135 papers
- Imperial College LondonGB134 papers
- Institut National de Physique Nucléaire et de Physique des ParticulesFR134 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di BolognaIT134 papers
- Laboratoire de Physique Nucléaire et de Hautes ÉnergiesFR134 papers
- École Polytechnique Fédérale de LausanneCH133 papers
- Institute for High Energy PhysicsES133 papers
- Institute for Nuclear ResearchRU133 papers
6 papers · 1 filter
Speeding-up Convolutional Neural Networks Using Fine-tuned CP-Decomposition
Vadim Lebedev, Yaroslav Ganin, Maksim Rakhuba +2
We propose a simple two-step approach for speeding up convolution layers within large convolutional neural networks based on tensor decomposition and discriminative fine-tuning. Gi…
Distributed Coordinate Descent for L1-regularized Logistic Regression
Ilya Trofimov, Alexander Genkin
Solving logistic regression with L1-regularization in distributed settings is an important problem. This problem arises when training dataset is very large and cannot fit the memor…
New approaches for boosting to uniformity
Alex Rogozhnikov, Aleksandar Bukva, Vladimir Gligorov +2
The use of multivariate classifiers has become commonplace in particle physics. To enhance the performance, a series of classifiers is typically trained; this is a technique known…
The degree distribution and the number of edges between nodes of given degrees in directed scale-free graphs
E. A. Grechnikov
In this paper, we study some important statistics of the random graph in the directed preferential attachment model introduced by B. Bollobás, C. Borgs, J. Chayes and O. Riordan. F…
Multivariate Abel-Ruffini
Alexander Esterov, Gleb Gusev
We classify general square systems of polynomial equations solvable in radicals. Expectedly, they are almost in a 1-to-1 correspondence with tuples of lattice polytopes of mixed vo…
Neural Codes for Image Retrieval
Artem Babenko, Anton Slesarev, Alexandr Chigorin +1
It has been shown that the activations invoked by an image within the top layers of a large convolutional neural network provide a high-level descriptor of the visual content of th…