Advances in Neural Information Processing Systems 25 (NeurIPS 2012)
Author : Peter L. Bartlett
Publisher :
Page : pages
File Size : 22,94 MB
Release : 2012
Category :
ISBN :
Advances in Neural Information Processing Systems 25
Author : P Bartlett
Publisher :
Page : 3328 pages
File Size : 18,17 MB
Release : 2013
Category : Neural computers
ISBN : 9781627480031
Book Description
Advances in Multimodal Information Retrieval and Generation
Author : Man Luo
Publisher : Springer Nature
Page : 170 pages
File Size : 29,21 MB
Release :
Category :
ISBN : 3031578163
Book Description
Bayesian Optimization
Author : Roman Garnett
Publisher : Cambridge University Press
Page : 376 pages
File Size : 40,59 MB
Release : 2023-01-31
Category : Computers
ISBN : 1108623557
Book Description
Bayesian optimization is a methodology for optimizing expensive objective functions that has proven success in the sciences, engineering, and beyond. This timely text provides a self-contained and comprehensive introduction to the subject, starting from scratch and carefully developing all the key ideas along the way. This bottom-up approach illuminates unifying themes in the design of Bayesian optimization algorithms and builds a solid theoretical foundation for approaching novel situations. The core of the book is divided into three main parts, covering theoretical and practical aspects of Gaussian process modeling, the Bayesian approach to sequential decision making, and the realization and computation of practical and effective optimization policies. Following this foundational material, the book provides an overview of theoretical convergence results, a survey of notable extensions, a comprehensive history of Bayesian optimization, and an extensive annotated bibliography of applications.
Neural Information Processing
Author : Haiqin Yang
Publisher : Springer Nature
Page : 844 pages
File Size : 44,60 MB
Release : 2020-11-19
Category : Computers
ISBN : 3030638332
Book Description
The three-volume set of LNCS 12532, 12533, and 12534 constitutes the proceedings of the 27th International Conference on Neural Information Processing, ICONIP 2020, held in Bangkok, Thailand, in November 2020. Due to COVID-19 pandemic the conference was held virtually. The 187 full papers presented were carefully reviewed and selected from 618 submissions. The papers address the emerging topics of theoretical research, empirical studies, and applications of neural information processing techniques across different domains. The second volume, LNCS 12533, is organized in topical sections on computational intelligence; machine learning; robotics and control.
ECAI 2020
Author : G. De Giacomo
Publisher : IOS Press
Page : 3122 pages
File Size : 13,30 MB
Release : 2020-09-11
Category : Computers
ISBN : 164368101X
Book Description
This book presents the proceedings of the 24th European Conference on Artificial Intelligence (ECAI 2020), held in Santiago de Compostela, Spain, from 29 August to 8 September 2020. The conference was postponed from June, and much of it conducted online due to the COVID-19 restrictions. The conference is one of the principal occasions for researchers and practitioners of AI to meet and discuss the latest trends and challenges in all fields of AI and to demonstrate innovative applications and uses of advanced AI technology. The book also includes the proceedings of the 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020) held at the same time. A record number of more than 1,700 submissions was received for ECAI 2020, of which 1,443 were reviewed. Of these, 361 full-papers and 36 highlight papers were accepted (an acceptance rate of 25% for full-papers and 45% for highlight papers). The book is divided into three sections: ECAI full papers; ECAI highlight papers; and PAIS papers. The topics of these papers cover all aspects of AI, including Agent-based and Multi-agent Systems; Computational Intelligence; Constraints and Satisfiability; Games and Virtual Environments; Heuristic Search; Human Aspects in AI; Information Retrieval and Filtering; Knowledge Representation and Reasoning; Machine Learning; Multidisciplinary Topics and Applications; Natural Language Processing; Planning and Scheduling; Robotics; Safe, Explainable, and Trustworthy AI; Semantic Technologies; Uncertainty in AI; and Vision. The book will be of interest to all those whose work involves the use of AI technology.
Edge AI
Author : Xiaofei Wang
Publisher : Springer Nature
Page : 156 pages
File Size : 44,7 MB
Release : 2020-08-31
Category : Computers
ISBN : 9811561869
Book Description
As an important enabler for changing people’s lives, advances in artificial intelligence (AI)-based applications and services are on the rise, despite being hindered by efficiency and latency issues. By focusing on deep learning as the most representative technique of AI, this book provides a comprehensive overview of how AI services are being applied to the network edge near the data sources, and demonstrates how AI and edge computing can be mutually beneficial. To do so, it introduces and discusses: 1) edge intelligence and intelligent edge; and 2) their implementation methods and enabling technologies, namely AI training and inference in the customized edge computing framework. Gathering essential information previously scattered across the communication, networking, and AI areas, the book can help readers to understand the connections between key enabling technologies, e.g. a) AI applications in edge; b) AI inference in edge; c) AI training for edge; d) edge computing for AI; and e) using AI to optimize edge. After identifying these five aspects, which are essential for the fusion of edge computing and AI, it discusses current challenges and outlines future trends in achieving more pervasive and fine-grained intelligence with the aid of edge computing.
Brain-inspired Cognition and Understanding for Next-generation AI: Computational Models, Architectures and Learning Algorithms
Author : Chenwei Deng
Publisher : Frontiers Media SA
Page : 223 pages
File Size : 10,94 MB
Release : 2023-04-19
Category : Science
ISBN : 2832521169
Book Description
AIxIA 2021 – Advances in Artificial Intelligence
Author : Stefania Bandini
Publisher : Springer Nature
Page : 720 pages
File Size : 11,99 MB
Release : 2022-07-18
Category : Computers
ISBN : 3031084217
Book Description
This book constitutes revised selected papers from the refereed proceedings of the 20th International Conference of the Italian Association for Artificial Intelligence, AIxIA 2021, which was held virtually in December 2021. The 36 full papers included in this book were carefully reviewed and selected from 58 submissions; the volume also contains 12 extended and revised workshop contributions. The papers were organized in topical sections as follows: Planning and strategies; constraints, argumentation, and logic programming; knowledge representation, reasoning, and learning; natural language processing; AI for content and social media analysis; signal processing: images, videos and speech; machine learning for argumentation, explanation, and exploration; machine learning and applications; and AI applications.
Proceedings of International Joint Conference on Advances in Computational Intelligence
Author : Mohammad Shorif Uddin
Publisher : Springer Nature
Page : 729 pages
File Size : 32,4 MB
Release : 2023-06-15
Category : Technology & Engineering
ISBN : 9819914353
Book Description
This book gathers outstanding research papers presented at the 6th International Joint Conference on Advances in Computational Intelligence (IJCACI 2022), held in hybrid mode during October 15 – 16, 2022. IJCACI 2022 is jointly organized by Jahangirnagar University (JU), Bangladesh and South Asian University (SAU), India. The book presents the novel contributions in areas of computational intelligence and it serves as a reference material for advance research. The topics covered are collective intelligence, soft computing, optimization, cloud computing, machine learning, intelligent software, robotics, data science, data security, big data analytics, and signal and natural language processing.
