Comment to Federal Trade Commission on Commercial Surveillance by Berke, Alex, Calacci, Dana, Mahari, Robert

Get full text

Blockchain and federated learning for data sharing in vehicular network by Qiu, Stanley

“…Federated learning, however, have a weakness in that the global aggregator of the local gradients is centralized in the server whereupon data contributors will upload their local training gradient updates. …”
Get full text

Federated learning for edge computing by Low, Chin Poh

“…I will also be looking at a variety of areas of federated learning, such as data partitioning, how to apply them, and the kind of data I will be working with. …”
Get full text

Accident severity levels and traffic signs interactions in state roads : a seemingly unrelated regression model in unbalanced panel data approach by Xu, Xuecai, Šarić, Željko, Zhu, Feng, Babić, Dario

“…This study intended to investigate the interactions between accident severity levels and traffic signs in state roads located in Croatia, and explore the correlation within accident severity levels and heterogeneity attributed to unobserved factors. …”
Get full text

Learning quantum data with the quantum earth mover’s distance by Kiani, Bobak Toussi, De Palma, Giacomo, Marvian, Milad, Liu, Zi-Wen, Lloyd, Seth

“…To overcome these obstacles, we consider here the recently proposed quantum earth mover’s (EM) or Wasserstein-1 distance as a quantum analog to the classical EM distance. …”
Get full text

Energy efficiency and server virtualization in data centers : an empirical investigation by Yichao Jin., Yonggang Wen., Qinghua Chen.

“…This characterization lays a mathematical foundation for server consolidation in green data center architecture.…”
Get full text
Get full text

Predicting marsh vulnerability to sea-level rise using Holocene relative sea-level data by Horton, Benjamin Peter, Shennan, Ian, Bradley, Sarah L., Cahill, Niamh, Kirwan, Matthew, Kopp, Robert E., Shaw, Timothy Adam

Get full text
Get full text

Federated learning application analysis and design by Hu, Wenqi

“…Mobile devices as becoming people’s life essentials are having more and more computing power, which enables local data analysis. But there is still few commercial-standard Federated learning end device application in the market. …”
Get full text

A data-assisted first-principle approach to modeling server outlet temperature in air free-cooled data centers by Liu, Yingbo, Le, Duc Van, Tan, Rui

“…The server outlet temperature is an important thermal condition to the operation of an air free-cooled data center that uses fans to continuously pass the outside air through the server room to cool the computing devices. …”
Get full text

Data for "Variations on five-dimensional sphere packings" by Cohn, Henry, Rajagopal, Isaac

“…This data set includes all the code and data from the paper "Variations on five-dimensional sphere packings" by Cohn and Rajagopal.…”
Get full text

HTTP over UDP for data intensive applications by Teo, Chou Chun.

“…However, its throughput is limited by TCP window mechanism. This makes HTTP over TCP ineffective for data-intensive applications (e.g., HTTP video streaming, etc). …”
Get full text

Analysis of peer-to-peer car sharing data in major Chinese cities by Hang, Zhi Cheng

“…By analysing the availability of shared cars in 4 major cities in China, namely Beijing, Shanghai, Guangzhou and Shenzhen, this study will seek to gather insights on the habits of Chinese citizens when using peer-to-peer car sharing services and to correlate them with related data points.…”
Get full text

Joint client-and-sample selection for federated learning via bi-level optimization by Li, Anran, Wang, Guangjing, Hu, Ming, Sun, Jianfei, Zhang, Lan, Tuan, Luu Anh, Yu, Han

“…Federated Learning (FL) enables massive local data owners to collaboratively train a deep learning model without disclosing their private data. …”
Get full text

File transfer & data viewing programme of optical fiber sensors based on labview by Liang, Zimou

“…When optical fiber sensors are used in study, the data collected is often needed to be viewed from remote devices and storage in a PC other than onsite PC. …”
Get full text

Clinical Question-Answering over Distributed EHR Data by Jiang, Emily

“…We also create a dataset on clinical trends over the MIMIC-IV database for the evaluation of QA systems on EHR data. …”
Get full text

Regional-privacy-preserving operation of networked microgrids: edge-cloud cooperative learning with differentiated policies by Xia, Qinqin, Wang, Yu, Zou, Yao, Yan, Ziming, Zhou, Niancheng, Chi, Yuan, Wang, Qianggang

Subjects: Get full text

Post-deployment adaptation with access to source data via federated learning and source-target remote gradient alignment by Wagner, F, Li, Z, Saha, P, Kamnitsas, K

“…This paper challenges this assumption and introduces&nbsp;<strong>FedPDA</strong>, a novel adaptation framework that brings the utility of learning from remote data from Federated Learning into PDA. FedPDA enables a deployed model to obtain information from source data via remote gradient exchange, while aiming to optimize the model specifically for the target domain. …”

CRC Handbook of Chemistry and Physics : A Ready-Reference Book of Chemical and Physical Data / by Weast, Robert C., editor 377429, Beyer, William H., editor 178478, Astle, Melvin J., editor 334443

A data-driven approach to mapping multidimensional poverty at residential block level in Mexico by Zea-Ortiz, Marivel, Vera, Pablo, Salas, Joaquín, Manduchi, Roberto, Villaseñor, Elio, Figueroa, Alejandra, Suárez, Ranyart R.

“…Accurate, inexpensive and granular human poverty assessments are critical for data-driven policy decision-making. This research proposes a novel approach to computing poverty scores utilizing multispectral satellite images and indices calculated from census reference values. …”
Get full text

Estimation of County-Level Evapotranspiration and Irrigation using High-Resolution Planet Satellite Data by Wickman, Sydney

Get full text