Proceedings of Machine Learning Research Vol. 99: Conference on Learning Theory, 25-28 June 2019, Phoenix, AZ, USA. PMLR, 2019.
Gasnikov A., , in: Proceedings of Machine Learning Research Vol. 99: Conference on Learning Theory, 25-28 June 2019, Phoenix, AZ, USA. PMLR, 2019.. .: PMLR, 2019..
We consider convex optimization problems with the objective function having Lipshitz-continuous p-th order derivative, where p ≥ 1. We propose a new tensor method, which closes the gap between the lower O ε − 2 3p+1 and upper O ε − 1 p+1 iteration complexity bounds for this class of optimization ...
Added: June 13, 2019
Gasnikov A., , Dvurechensky P. et al., , in: Proceedings of Machine Learning Research Vol. 99: Conference on Learning Theory, 25-28 June 2019, Phoenix, AZ, USA. PMLR, 2019.. .: PMLR, 2019.. P. 1392-1393.
In this merged paper, we consider the problem of minimizing a convex function with Lipschitzcontinuous p-th order derivatives. Given an oracle which when queried at a point returns the first p-derivatives of the function at that point we provide some methods which compute an ε approximate minimizer in O ε − 2 3p+1 ...
Added: February 5, 2021
Models, Algorithms, and Technologies for Network Analysis. Springer Proceedings in Mathematics & Statistics
This valuable source for graduate students and researchers provides a comprehensive introduction to current theories and applications in optimization methods and network models. Contributions to this book are focused on new efficient algorithms and rigorous mathematical theories, which can be used to optimize and analyze mathematical graph structures with massive size and high density induced ...
Added: June 26, 2017
The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. PhD Session Proceedings
The present volume contains papers accepted for oral and poster presentation in the PhD Session of the 2014 EMCL/PKDD conference held September 15-19, 2014 in Nancy, France. The objective of the session was to provide an environment for students to exchange their ideas and experiences with peers and to get constructive feedback from senior researchers ...
Added: September 12, 2014
, , et al., Journal of High Energy Physics 2019 Vol. 2019 No. 2 P. 1-33
A search for CP violation in the Cabibbo-suppressed D0 → K+K−π+π− decay mode is performed using an amplitude analysis. The measurement uses a sample of pp collisions recorded by the LHCb experiment during 2011 and 2012, corresponding to an integrated luminosity of 3.0 fb−1. The D0 mesons are reconstructed from semileptonic b-hadron decays into D0μ−X final states. The selected sample contains more than 160 000 signal decays, allowing ...
Added: March 17, 2019
, PROCEEDINGS OF THE VLDB ENDOWMENT 2021 Vol. 14 No. 12 P. 3186-3189
Array DBMSs strive to be the best systems for managing, processing, and even visualizing big N-d arrays. The last decade blossomed with R&D in array DBMS, making it a young and fast-evolving area. We present the first comprehensive tutorial on array DBMS R&D. We start from past impactful results that are still relevant today, then ...
Added: June 4, 2021
Switzerland: Springer, 2019
Data management and analysis is one of the fastest growing and most challenging areas of research and development in both academia and industry. Numerous types of applications and services have been studied and re-examined in this field resulting in this edited volume which includes chapters on effective approaches for dealing with the inherent complexity within ...
Added: December 29, 2019
The 13th IEEE International Conference on Application of Information and Communication Technologies (AICT2019): / Conference Proceedings
Baku: The Institute of Electrical and Electronics Engineering, Inc., 2019
The IEEE 13th International Conference on Application of Information and Communication Technologies (AICT2019) will be held in Baku, Azerbaijan on the 23, 24 and 25th of October 2019. The AICT2019 is organized by the ADA University, Institute of Information Technology of ANAS, University Malaysia Sabah with support of IEEE Azerbaijan Joint Chapter and technically sponsored ...
Added: December 18, 2019
Formal Concept Analysis: 16th International Conference, ICFCA 2021, Strasbourg, France, June 29 – July 2, 2021, Proceedings
This book constitutes the proceedings of the 16th International Conference on Formal Concept Analysis, ICFCA 2021, held in Strasbourg, France, in June/July 2021. The 14 full papers and 5 short papers presented in this volume were carefully reviewed and selected from 32 submissions. The book also contains four invited contributions in full paper length. The research part ...
Added: July 10, 2021
, Логистика и управление цепями поставок 2018 № 4 (87) С. 27-33
One of the options for a more flexible approach to analyzing the reliability of supply chains is the principal component analysis (PCA). With a large number of variables describing supply chain, it is a difficult task to analyze the structure of variables in two-dimensional space. Within the analysis of the variables dependencies PCA allows to ...
Added: November 29, 2018
NY: IEEE, 2016
This paper aims to tackle the problem of brain network classification with machine learning algorithms using spectra of networks’ matrices. Two approaches are discussed: first, linear and tree-based models are trained on the vectors of sorted eigenvalues of the adjacency matrix, the Laplacian matrix and the normalized Laplacian; next, SVM classifier is trained with kernels ...
Added: December 9, 2016
Proceedings of the International Conference «Wave Electronics and its Application in Information and Telecommunication Systems (WECONF)».IEEE # 47647. Saint Petersburg State University of Aerospace Instrumentation. June 03-07, 2019
, , , IEEE, 2019
The article describes the shortcomings of the modern datasets used in the development of next-generation intrusion detection systems and proposed new requirements for datasets. Based on the requirements, new software architecture has been proposed, which allows to model modern computer attacks and at the same time “mark up” logs generated on hosts and by network ...
Added: May 8, 2020
Proceedings of Machine Learning Research. Proceedings of the International Conference on Machine Learning (ICML 2017)
Sydney: [б.и.], 2017
Proceedings of Machine Learning Research. Volume 70: International Conference on Machine Learning, 6-11 August 2017, International Convention Centre, Sydney, Australia ...
Added: February 25, 2018
This volume compiles a selection of papers associated with the fourth edition of the Demonstration and Competition Track at NeurIPS 2020. The track comprised 16 competitions and 20 demonstrations. Competition and demonstration proposals were subject to a strict reviewing process to ensure the quality of the accepted events. After a selective process, the accepted competitions ...
Added: September 6, 2021
CEUR Workshop Proceedings, 2019
This volume contains the papers presented at the session "Data Science" within the V International Conference on Information Technology and Nanotechnology (ITNT-2019). The conference was held in Samara, Russia, during May 21-24, 2019 (itnt-conf.org). The conference is a forum for leading researchers from all over the world aimed to discuss the latest advances in the ...
Added: September 13, 2019
, , et al., ACM SIGIR Forum 2016 Vol. 49 No. 2 P. 72-79
This paper provides the reader with a report on 9th Russian Summer School in Information Retrieval (RuSSIR 2015). ...
Added: February 27, 2017
Исследовательский проект как инструмент обучения методам анализа текста: предсказание класса поста в социальной сети
, , et al., Компьютерные инструменты в образовании 2018 № 3 С. 49-64
The article describes a student research project on predicting the class of a post on a social network based on its textual content. The features of the project are discussed as an integral part of the trajectory of teaching data analysis methods, including text analysis methods and tools that are often not included in machine ...
Added: January 28, 2019
WIMS 2020: Proceedings of the 10th International Conference on Web Intelligence, Mining and Semantics
Association for Computing Machinery (ACM), 2020
On behalf of the conference chairs, we welcome you to the 10th International Conference on Web Intelligence, Mining and Semantics (WIMS'20) hosted by LIUPPA Lab of the University de Pau & Pays de l'Adour, Biarritz-France. The 1st WIMS conference was organized in Sogndal Norway. Since then, it has always been published by ACM. After 10 ...
Added: August 28, 2020
Proceedings of the international conference on Uncertainty in Artificial Intelligence (UAI 2018) ...
Added: October 29, 2018
Proceedings of the International Workshop "What can FCA do for Artificial Intelligence?" (FCA4AI at ECAI 2014)
Prague: CEUR Workshop Proceedings, 2014
The first and the second edition of the FCA4AI Workshop showed that many researchers working in Artificial Intelligence are indeed interested by a well-founded method for classi- fication and mining such as Formal Concept Analysis (see http://www.fca4ai.hse.ru/). The first edition of FCA4AI was co-located with ECAI 2012 in Montpellier and published as http://ceur-ws.org/Vol-939/ while the ...
Added: September 12, 2014
, , Journal of machine learning and data analysis 2017 Vol. 3 No. 1 P. 20-35
Background: Gaussian processes (GP) provide an elegant and effective approach to learning in kernel machines. This approach leads to a highly interpretable model and allows using the Bayesian framework for model adaptation and incorporating the prior knowledge about the problem. The GP framework is successfully applied to regression, classification, and dimensionality reduction problems. Unfortunately, the ...
Added: December 6, 2018
This book constitutes the refereed proceedings of the 10th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2014, held in St. Petersburg, Russia in July 2014. The 40 full papers presented were carefully reviewed and selected from 128 submissions. The topics range from theoretical topics for classification, clustering, association rule and ...
Added: September 30, 2014
Analysis of Images, Social Networks and Texts Third International Conference, AIST 2014, Yekaterinburg, Russia, April 10-12, 2014, Revised Selected Papers
Berlin: Springer, 2014
This book constitutes the proceedings of the Third International Conference on Analysis of Images, Social Networks and Texts, AIST 2014, held in Yekaterinburg, Russia, in April 2014. The 11 full and 10 short papers were carefully reviewed and selected from 74 submissions. They are presented together with 3 short industrial papers, 4 invited papers and ...
Added: November 13, 2014
, , et al., Journal of Machine Learning Research 2016 Vol. 48
Despite recent breakthroughs in the applications of deep neural networks, one setting that presents a persistent challenge is that of "one-shot learning." Traditional gradient-based networks require a lot of data to learn, often through extensive iterative training. When new data is encountered, the models must inefficiently relearn their parameters to adequately incorporate the new information ...
Added: October 19, 2016
, , et al., Inorganic Materials: Applied Research 2021 Vol. 12 No. 2 P. 328-336
New chalcospinels of the most common compositions were predicted: AIBIIICIVX4 (X = S or Se) and AIIBIIICIIIS4 (A, B, and C are various chemical elements). They are promising for the search for new materials for magneto-optical memory elements, sensors, and anodes in sodium-ion batteries. The parameter “a” values of their crystal lattice are estimated. When predicting, only the ...
Added: April 2, 2021
Разработка интеллектуального голосового ассистента и исследование обучающей способности алгоритмов распознавания естественного языка
, , et al., Системный администратор 2017 № 12 С. 80-85
The development of cognitive technologies contributes to the effective introduction of Artificial Intelligence into the everyday life of a person. New interfaces for device-human interaction appear. Understanding the natural language of human is one of the most promising areas of the development of Artificial Intelligence. Voice assistants are a striking example of such systems, they ...
Added: December 10, 2017