?
Proceedings of the international conference on Uncertainty in Artificial Intelligence (UAI 2018)
2018.
Proceedings of the international conference on Uncertainty in Artificial Intelligence (UAI 2018)
Shpakova T., Bach F., Osokin A., , in : Proceedings of the international conference on Uncertainty in Artificial Intelligence (UAI 2018). : [б.и.], 2018. P. 1-11.
We consider the structured-output prediction problem through probabilistic approaches and generalize the ``''perturb-and-MAP'' framework to more challenging weighted Hamming losses, which are crucial in applications. While in principle our approach is a straightforward marginalization, it requires solving many related MAP inference problems. We show that for log-supermodular pairwise models these operations can be performed efficiently ...
Added: October 29, 2018
Izmailov P., Garipov T., Подоприхин Д. А. et al., , in : Proceedings of the international conference on Uncertainty in Artificial Intelligence (UAI 2018). : [б.и.], 2018. P. 876-885.
Deep neural networks are typically trained by optimizing a loss function with an SGD variant, in conjunction with a decaying learning rate, until convergence. We show that simple averaging of multiple points along the trajectory of SGD, with a cyclical or constant learning rate, leads to better generalization than conventional training. We also show that ...
Added: February 27, 2019
Switzerland : Springer, 2019
This book constitutes the refereed proceedings of the 11th International Conference on Intelligent Data Processing, IDP 2016, held in Barcelona, Spain, in October 2016.
The 11 revised full papers were carefully reviewed and selected from 52 submissions. The papers of this volume are organized in topical sections on machine learning theory with applications; intelligent data processing in life ...
Added: February 8, 2020
Springer, 2020
his volume presents the results of the Neural Information Processing Systems Competition track at the 2018 NeurIPS conference. The competition follows the same format as the 2017 competition track for NIPS. Out of 21 submitted proposals, eight competition proposals were selected, spanning the area of Robotics, Health, Computer Vision, Natural Language Processing, Systems and Physics.
Competitions have become ...
Added: December 2, 2019
[б.и.], 2018
Proceedings of the international conference "Neural Information Processing Systems 2018." (NIPS 2018) ...
Added: October 29, 2018
Montreal : Curran Associates, 2017
Advances in Neural Information Processing Systems 30 (NIPS 2017) ...
Added: October 19, 2017
Springer, 2020
This book constitutes the proceedings of the 25th International Symposium on Foundations of Intelligent Systems, ISMIS 2020, held in Graz, Austria, in October 2020. The conference was held virtually due to the COVID-19 pandemic.
The 35 full and 8 short papers presented in this volume were carefully reviewed and selected from 79 submissions. Included is also ...
Added: October 4, 2020
IEEE, 2019
Added: October 21, 2019
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
Heidelberg : Springer Publishing Company, 2018
This state-of-the-art survey is dedicated to the memory of Emmanuil Markovich Braverman (1931-1977), a pioneer in developing the machine learning theory. The 12 revised full papers and 4 short papers included in this volume were presented at the conference "Braverman Readings in Machine Learning: Key Ideas from Inception to Current State" held in Boston, MA, USA, in ...
Added: September 11, 2018
CEUR-WS.org, 2020
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
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
Cadiz : [б.и.], 2016
Proceedings of Machine Learning Research. Volume 51: Artificial Intelligence and Statistics, 9-11 May 2016, Cadiz, Spain ...
Added: October 19, 2017
Switzerland : Springer, 2018
This book constitutes the refereed proceedings of the 7th Conference on Artificial Intelligence and Natural Language, AINL 2018, held in St. Petersburg, Russia, in October 2018. The 19 revised full papers were carefully reviewed and selected from 56 submissions and cover a wide range of topics, including morphology and word-level semantics, sentence and discourse representations, corpus ...
Added: August 30, 2018
Birkhauser/Springer, 2017
This book constitutes the proceedings of the 23rd International Symposium on Foundations of Intelligent Systems, ISMIS 2017, held in Warsaw, Poland, in June 2017. The 56 regular and 15 short papers presented in this volume were carefully reviewed and selected from 118 submissions. The papers include both theoretical and practical aspects of machine learning, data mining ...
Added: September 18, 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
Curran Associates, Inc., 2020
Proceedings of the international conference "Neural Information Processing Systems 2020." (NeurIPS 2020) ...
Added: October 29, 2020
Krylova D., Maksimenko A., 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
Springer, 2021
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
Lake Tahoe : Curran Associates, Inc., 2012
Proceedings of the 26th Annual Conference on Neural Information Processing Systems 2012, NIPS 2012 ...
Added: October 18, 2017
Springer, 2020
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
NY : [б.и.], 2016
Proceedings of Machine Learning Research. Volume 48: International Conference on Machine Learning, 20-22 June 2016, New York, New York, USA ...
Added: October 19, 2017
Cham : Springer, 2020
This book constitutes the proceedings of the 19th International Conference on Mathematical Optimization Theory and Operations Research, MOTOR 2020, held in Novosibirsk, Russia, in July 2020. The 31 full papers presented in this volume were carefully reviewed and selected from 102 submissions. The papers are grouped in these topical sections: discrete optimization; mathematical programming; game ...
Added: September 2, 2020
Singapore : Springer, 2021
This book is a collection of research papers selected for presentation at the International Conference on Smart Computational Methods in Continuum Mechanics 2021, organized by Moscow Institute of Physics and Technology and the Institute for Computer Aided Design of Russian Academy of Sciences. The work is presented in two volumes. The primary objective of the ...
Added: June 18, 2021
[б.и.], 2019
Proceedings of the international conference "Neural Information Processing Systems 2019." (NeurIPS 2019) ...
Added: February 10, 2020