Advances in Neural Information Processing Systems 30 (NIPS 2017)
Montreal : Curran Associates, 2017.
Advances in Neural Information Processing Systems 30 (NIPS 2017)
, , , , in : Advances in Neural Information Processing Systems 30 (NIPS 2017). : Montreal : Curran Associates, 2017. P. 302-313.
We provide novel theoretical insights on structured prediction in the context of efficient convex surrogate loss minimization with consistency guarantees. For any task loss, we construct a convex surrogate that can be optimized via stochastic gradient descent and we prove tight bounds on the so-called "calibration function" relating the excess surrogate risk to the actual ...
Added: October 19, 2017
, , , in : Advances in Neural Information Processing Systems 30 (NIPS 2017). : Montreal : Curran Associates, 2017. P. 678-689.
Конференция Computer Science уровня A* по рейтингу CORE Equipping machine learning models with ethical and legal constraints is a serious issue; without this, the future of machine learning is at risk. This paper takes a step forward in this direction and focuses on ensuring machine learning models deliver fair decisions. In legal scholarships, the notion of ...
Added: November 13, 2017
Neklyudov K. O., , et al., , in : Advances in Neural Information Processing Systems 30 (NIPS 2017). : Montreal : Curran Associates, 2017. P. 6776-6785.
Dropout-based regularization methods can be regarded as injecting random noise with pre-defined magnitude to different parts of the neural network during training. It was recently shown that Bayesian dropout procedure not only improves generalization but also leads to extremely sparse neural architectures by automatically setting the individual noise magnitude per weight. However, this sparsity can ...
Added: January 29, 2018
Added: November 20, 2017
AAAI Press, 2020
The Thirty-Fourth AAAI Conference on Artificial Intelligence was held on February 7–12th, 2020 in New York, New York, USA. The surge in public interest in AI technologies, which we have witnessed over the past few years, continued to accelerate in 2019–2020, with the societal and economic impact of AI becoming a central point of public ...
Added: October 11, 2020
Added: October 21, 2019
The CLA conference is an international forum for researchers, practitioners and students dedicated to the practice of Formal Concept Analysis (FCA) and areas closely related to it, including data analysis and mining, information retrieval, knowledge management, knowledge engineering, logic, algebra and lattice theory. The 15th of CLA, CLA 2020, was going to be held in Tallinn, Estonia ...
Added: October 30, 2020
Использование искусственного интеллекта в вопросах выявления и противодействия коррупции: обзор международного опыта
, , Государственное управление. Электронный вестник 2021 № 84 С. 241-255
In this article, the authors, using the example of several foreign publications, analyze the trends in the use of artificial intelligence and machine learning in discernment of corruption. Based on the international review, the authors make the conclusion that the mechanisms for detecting corruption, based on the use of artificial intelligence, described in foreign sources, ...
Added: February 25, 2021
Chelyabinsk : IEEE, 2018
The 2018 Global Smart Industry Conference is organized in order to exchange experience, promote discussion and presentation of research papers, and summarize results in development of innovative models, methods and technologies for the digital industry in universities, scientific and industrial associations of the Russian Federation as well as in foreign companies, and the experience of ...
Added: November 25, 2019
The Fifth HCT Information Technology Trends (ITT 2018) is a major international research conference for the presentation of innovative ideas, approaches, technologies, research findings and outcomes, best practices and case studies, national and international projects, institutional standards and policies on Emerging Technologies for Artificial Intelligence. ITT 2018 will provide an outstanding forum for researchers, practitioners, ...
Added: February 28, 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
AIST: International Conference on Analysis of Images, Social Networks and Texts. 8th International Conference, AIST 2019, Kazan, Russia, July 17–19, 2019, Revised Selected Papers
This book constitutes the proceedings of the 8th International Conference on Analysis of Images, Social Networks and Texts, AIST 2019, held in Kazan, Russia, in July 2019. The 24 full papers and 10 short papers were carefully reviewed and selected from 134 submissions (of which 21 papers were rejected without being reviewed). The papers are organized ...
Added: February 9, 2020
, , et al., / Высшая школа экономики. Series LAW "Law". 2019.
Machine learning (ML) affects nearly every aspect of our lives, including the weightiest ones such as criminal justice. As it becomes more widespread, however, it raises the question of how we can integrate fairness into ML algorithms to ensure that all citizens receive equal treatment and to avoid imperiling society’s democratic values. In this paper ...
Added: December 12, 2019
Computational Intelligence and Intelligent Technologies are very important tools in building intelligent systems with various degree of autonomous behavior. These groups of tools support such features as ability to learn and adaptability of the intelligent systems in various types of environments and situations. The current and future Information Society is expecting to be implemented with ...
Added: September 26, 2021
, , , Прикладная информатика 2014 № 4(52) С. 63-84
In article the new view on positioning of the theory of creation of systems of situational managementas the artificial intelligence one of directions possess mechanisms of generation are described.The foreshortening of an offer sight allowing to reveal the problems which decision made developmentof this theory with possibility of creation of program systems of new type. ...
Added: August 19, 2014
Curran Associates, Inc., 2020
Proceedings of the international conference "Neural Information Processing Systems 2020." (NeurIPS 2020) ...
Added: October 29, 2020
Двадцать первая Национальная конференция по искусственному интеллекту с международным участием, КИИ-2023
Смоленск : Принт-Экспресс, 2023
The first volume contains the plenary reports and reports of the conference participants presented in the following sections: Section 1 "Knowledge Engineering" Section 2 "Data Mining" Section 3 "Intelligent agents, robots, intelligent control, computer vision" Section 4 "Machine learning, neural network methods" ...
Added: October 30, 2023
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
, , , Прикладная информатика 2014 № 3(51) С. 128-135
In article the new view on positioning of the theory of creation of systems of situational management as the artificial intelligence one of directions possess mechanisms of generation are describ. The foreshortening of an offer sight allowing to reveal the problems which decision made development of this theory with possibility of creation of program systems of new type. Keywords: ...
Added: August 19, 2014
Added: October 21, 2019
NY : ACM, 2018
This year's edition of the WebSci conference (WebSci'18) celebrates the ten year anniversary of the unique conference series where a multitude of disciplines converge in a creative and critical dialogue with the aim of understanding the Web and its impacts. The WebSci conference brings together researchers from multiple disciplines, like computer science, sociology, economics, information science, ...
Added: June 1, 2018
, 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
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
Proceedings of the international conference on Uncertainty in Artificial Intelligence (UAI 2018) ...
Added: October 29, 2018
Intelligent Decision Technologies. Proceedings of the 12th KES International Conference on Intelligent Decision Technologies (KES-IDT 2020)
Singapore : Springer, 2020
This volume contains the proceedings of the 12 International KES Conference on Intelligent Decision Technologies (KES-IDT 2020) being held as a Virtual Conference, in June 17–19, 2020. The KES-IDT is an international annual conference organized by KES International. The KES-IDT conference is a sub-series of the KES Conference series. The KES-IDT is an interdisciplinary conference and provides opportunities for the presentation ...
Added: August 19, 2020
, , et al., Искусственный интеллект и принятие решений 2020 № 1 С. 3-16
The article is devoted to a review of the latest natural language processing (NLP) technologies that can be applied in strategic analytics. The introduction discusses the main problems in this area and specific tasks that can be solved using NLP tools. The article provides an overview of the main application areas in which these tools ...
Added: May 6, 2020
, , 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