EVStore presents a novel approach to scaling embedding tables in deep recommendation systems, offering a three-layer caching system that optimizes storage and caching capabilities. By leveraging groupability-aware caching, mixed-precision caching, and embedding approximation, EVStore achieves lighte

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ITU-T Study Group 2, led by Phil Rushton, focused on key areas such as telecommunications operations, combatting misuse, and enhancing network management. Deliverables included updates on responses to misuse reports and international calling guidelines. The study period involved numerous meetings, a

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The programmatic items for the INFCOM-3 Information Session include considerations of WMO Programmes relevant to the Commission, work programmes for the next intersessional period, and subsidiary bodies. Highlighted is the draft Recommendation 5/1 on the Expanded World Weather Watch Programme and th

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This clinical update, adapted from the 2022 guideline by the American Heart Association and American Stroke Association, covers a comprehensive range of topics related to the management of patients with spontaneous intracerebral hemorrhage. It includes information on population health implications,

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The Oregon Department of Education emphasizes equity and excellence in education for over 560,907 diverse students and 75,807 educators. They work towards providing a high-quality, inclusive learning experience for every student in Oregon, ensuring they graduate with a plan for their future. The dep

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This article provides detailed guidance for ITU-R physical meetings with remote participation, including information on microphone integration with Zoom, requirements for in-person participants, handling floor requests, and utilizing integrated audio systems in ITU rooms. Delegates are advised to br

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The ITU AI/ML in 5G Challenge organized by bronze sponsors and gold sponsors aims to revolutionize communication networks with AI. The challenge brings together industry stakeholders to innovate and solve network problems using AI/ML. Regional hosts from various countries will participate, and both

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Understanding the importance and impact of recommendation letters in various contexts such as academic applications, job opportunities, promotions, and awards nominations. Guidelines on whom to write letters for and the reasons behind writing them. Emphasizes maintaining integrity and providing accu

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Rachel Alwala, Assistant Director of Communications and External Affairs in Kenya, presents on Child Online Safety Initiatives at the 2019 ITU Council Working Group. The presentation covers the role and mandate of the Communications Authority of Kenya, children and young Kenyans' internet usage patt

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Practical information for the upcoming ITU Meeting of Study Group 2 Regional Group for the Americas in Managua, Nicaragua from 25-29 March 2019. Details include meeting venue, transportation, registration, visa information, and recommended hotels for participants. Registration, badge collection, and

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The document outlines the Risk Management Policy and Risk Appetite Statement adopted by the Council in 2017, defining ITU's approach towards strategic and operational risks. It addresses risk management in the context of strategic and operational planning, emphasizing key mitigation measures and rol

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The International Telecommunication Union Radiocommunication Sector (ITU-R) serves as a global convergence and regulatory hub for radiocommunication matters. Its vision is to ensure worldwide radiocommunication regulation and convergence, while its mission entails efficient spectrum use and adoption

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Explore the outcomes of ITU's inclusive consultation with academia, focusing on exchanging views to meet academia's needs. Learn about the primary reasons to join ITU, the role of standards in education, challenges for academia, and notable journals. Discover the opportunities for collaboration, kno

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Key takeaways and conclusions from the Fifth ITU Workshop on Network 2030 in Geneva, Switzerland included discussions on self-driving networks, new technologies, and intent-based networking. Topics such as evolving the management plane, incorporating ML5G work, and the importance of Intent-Based Net

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Explore the latest updates to ITU-T's search tools and MyWorkspace in November 2017. Discover improvements in global search engine capabilities, thematic search options, and personalized features for users. Enhance your search experience and access valuable resources efficiently through ITU-T's inno

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The ITU Regional Radiocommunication Seminar 2020 for Asia and the Pacific discussed the current NGSO landscape, licensing challenges, advantages, markets to be covered, and licensing requirements. Major NGSO systems and their characteristics were outlined, along with the types of licenses and author

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The ITU Regional Standardization Forum for Africa held in Kampala, Uganda in June 2014 introduced ITU-T Recommendation E.807, focusing on the definitions and measurement methods of user-centric parameters for call handling in cellular mobile voice service. The recommendation outlines five key parame

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This presentation provides insights into the upcoming ITU World Telecommunication Development Conference 2017, including the agenda, venue details, outcomes, draft structure, regional preparatory meetings, and submission guidelines for contributions. The event, scheduled for October 9-20 in Buenos A

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Amazon (AMZN) is a global e-commerce and cloud computing giant, known for its strong growth potential in segments like AWS and advertising. The company, founded in 1994, has diversified revenue streams and focuses on disruptive innovation. However, it faces stiff competition, profit uncertainty due

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Learn the strategies for obtaining strong letters of recommendation for scholarships and job applications. Discover the difference between good and outstanding letters, network effectively, and make compelling requests to enhance your chances of success.

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The 2nd ITU-WHO Workshop on Artificial Intelligence for Health held in New York discussed key topics including AI applications in healthcare, data availability, country priorities, and the importance of ensuring standards and ethical practices. Participants emphasized the need for collaboration, unb

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The research presented at the 33rd AAAI Conference on Artificial Intelligence focuses on developing an explainable deep model for recommendation systems. It addresses challenges in extracting explicit features from noisy data and proposes a Deep Explicit Attentive Multi-View Learning Model. This mod

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This document outlines the typical requirements for ITU technical meetings scheduled for July 2023. It includes information on delegate numbers, room capacities, ITU staff, local staff requirements, and meeting durations. The content emphasizes the importance of accurate representation and discusses

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COBAFI: COLLABORATIVE BAYESIAN FILTERING is a model developed by Alex Beutel and collaborators to predict user preferences in online recommendation systems. The model aims to fit user ratings data, understand user behavior, and detect spam. It utilizes Bayesian probabilistic matrix factorization and

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This content delves into the spectrum allocations for RPAS C2 links to facilitate safe operation in non-segregated airspace, covering the background, regulatory considerations, technical aspects, and updates from ITU-R Resolution 155. It highlights the identified frequency allocations for different

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This research paper presents a novel approach, HRL4Ba, for Next-basket Recommendation (NBR) by addressing the challenge of guiding recommendations based on historical baskets that may contain noise products. The proposed Hierarchical Reinforcement Learning framework incorporates dynamic context mode

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The EU-CERT project is organizing a Transnational Partner Meeting (TPM5) in Paderborn, Germany, followed by the Final Policy Recommendation Conference in March 2024. The dissemination activities include social media posts, printed materials, articles, and face-to-face meetings to promote the project

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Request a Labor Market Information (LMI) report to initiate the Program Recommendation Process. Fill out the SMC LMI form, gather Industry Advisory Board minutes, and submit the program application with required documentation for approval by the Academic Senate and Regional Consortium. Follow specif

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This research introduces a Denoising-Guided Deep Reinforcement Learning framework, DRL4So, for enhancing social recommendation systems. By automatically masking noise from social friends to improve recommendation performance, this framework focuses on maximizing the positive utility of social denois

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Uncover the intricacies of crafting impactful letters of recommendation for trainees with insights on responsibilities, essential features, common pitfalls to avoid, and tailoring based on performance level. Delve into the challenges faced and embrace the fantasy land of LoRs while addressing key pr

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The ITU held a conference on WTDC reform on 28th September 2024, featuring presentations, discussions, and proposals. The event included topics like Preparatory Process, Content and Structure, Stakeholder Engagement, and Side Events. Presenters shared proposals for formal inter-regional conference p

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This overview covers the journey and development of ITU-T G.1028, focusing on end-to-end quality of service (QoS) for Voice over LTE (VoLTE) on 4G networks. It details the background, key milestones, essential elements of VoLTE services, optional mechanisms considered, QoS classifications, and call

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Gender bias in academic letters of recommendation has been highlighted through various studies, showing disparities in the language used for male and female applicants. Female applicants often receive shorter letters with fewer standout words, more communal adjectives, and references to teaching rat

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Introducing the Contrastive Knowledge Graph Attention Network (C-KGAT) for personalized recipe recommendation, addressing user preferences and noise in interactions. The model leverages a collaborative knowledge graph, user-recipe interactions, and textual features to recommend top-K recipes to user

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The ITU-T Study Group and TSAG Leadership Tutorial in Hammamet on 4th November 2016 discussed significant changes in WTSA-16, highlighting new resolutions, suppressed resolutions, and modifications in ITU-T recommendations. There were important updates in various areas such as IXP, UnivSer, IMR, SMP

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Introducing local invariance to Session-Based Recommendation (SBR), the proposed model considers both detailed ordering and high-level session ordering. By explicitly capturing local context information and global sequential patterns, the model outperforms existing methods in predicting the next use

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Discussion and recommendation report for the ctcLink Steering Committee regarding Gate 2 implementation, including milestones, peer review participants, and peer evaluation rubrics summarizing the project deliverables' ratings on various aspects such as project charter, resource plan, schedule, OCM

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The ITU Workshop on Caller ID Spoofing in Geneva addressed the regulatory aspects of Calling Party Number Delivery (CPND), Calling Line Identification (CLI), and Origin Identification (OI) in the context of the International Telecommunications Regulations (ITRs). Divergent views were discussed regar

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The ITU Regional Standardization Forum for Asia-Pacific in Da Nang, Vietnam, held on August 22, 2016, reviewed the structure of ITU-T Study Groups. The vision and objectives of WTSA-16, the current ITU-T structure, and the proposed enhancements to WTSA-16 were discussed. Emphasis was placed on prepa

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The third annual ITU IMT-2020/5G Workshop in Geneva focused on activities and future plans in standardization for 5G networks. Key takeaways included the need for built-in security, flexibility in network setup, privacy controls, and AI/ML-based attack detection. Various ITU study groups are activel

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