IEEE

CroSSHeteroFL: Cross-Stratified Sampling Composition-Fitting to Federated Learning for Heterogeneous Clients

Abstract: In the large-scale deployment of federated learning (FL) systems, the heterogeneity of clients, such as mobile phones and Internet of Things (IoT) devices with different configurations, ...
The New York Times

This Is What Will Ruin Public Opinion Polling for Good

Dr. Weatherby is the director of the Digital Theory Lab at New York University. Dr. Recht is a professor of electrical engineering and computer sciences at the University of California, Berkeley. See ...
Nature

An efficient logarithmic estimator in stratified random sampling using single auxiliary variable

This paper proposes a novel logarithmic-type estimator for the estimation of the population mean under stratified random sampling when a single auxiliary variable is available. By employing a ...
World Politics Review

The ‘Pax Silica’ Initiative Points to a New, Stratified World

Click to share on Twitter (Opens in new window) Click to share on LinkedIn (Opens in new window) Click to share on Facebook (Opens in new window) Click to share on Email (Opens in new window) For a ...
InfoQ

Cloudflare Workflows Adds Python Support for Durable AI Pipelines

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Spencer Judge discusses the architectural ...
Forbes

Prompt Engineering Newest Technique Is Verbalized Sampling That Stirs AI To Be Free-Thinking And Improve Your Responses

Forbes contributors publish independent expert analyses and insights. Dr. Lance B. Eliot is a world-renowned AI scientist and consultant. In today’s column, I examine a newly revealed technique in ...
Visual Studio Magazine

Azure Cosmos DB Python SDK Update Powers AI with OpenAI Integration

Microsoft released Azure Cosmos DB Python SDK version 4.14.0, a stable update designed to support advanced AI workloads and enhance performance for data-driven applications. The release includes new ...
GitHub

optimal_sampling_online_panel_v1.py

#get the annuity parameter. That is, if you have a pot of money at time 0 and live for T years #how do you spread the money out over time def gen_annuity_parameter(interest_rate_in,n_t_in): ...
IEEE

Stochastic Portfolio Planning for Virtual Power Plants Using Stratified Sampling

Abstract: The rise of Virtual Power Plants represents a major shift in the energy sector, promoting decentralized and sustainable power systems. Virtual Power Plants integrate distributed energy ...
Nature

A new auxiliary variables-based estimator for population distribution function under stratified random sampling and non-response

Survey sampling is a statistical technique used to collect data from a subset of a larger population to draw conclusions about the entire population. By sampling, researchers can make inferences based ...
Tasting Table

The Exact Pod Flavors You'll Find In Nespresso's Free Sample Packs

Most everyone enjoys freebies, a truth not lost on the wonder-whiz Swiss company behind Nespresso pods and machines. The products obviously come at a cost, with one exception: Free samples with any ...
Game Rant

What To Do With Crop Sample (And Where To Get It) in Remnant 2

Gemma Johnson is a Senior Contributor from the United Kingdom who writes guides, lists, and updates. Gemma's passion for video games began in the 90s, growing up with classic titles like Goldeneye, ...