Top 10 kdd.org Wettbewerber

arxiv.org

A system of non-tradable credits that flow between individuals like karma, hence proposed under that name, is a mechanism for repeated resource allocation that comes with attractive efficiency and fairness properties, in theory. In this study, we test karma in an online experiment in which human subjects repeatedly compete for a resource with time-varying and stochastic individual preferences or urgency to acquire the resource. We confirm that karma has significant and sustained welfare benefits even in a population with no prior training. We identify mechanism usage in contexts with sporadic high urgency, more so than with frequent moderate urgency, and implemented as a simple (binary) karma bidding scheme as particularly effective for welfare improvements: relatively larger aggregate efficiency gains are realized that are (almost) Pareto superior. These findings provide guidance for further testing and for future implementation plans of such mechanisms in the real world.

github.com

Join the world's most widely adopted, AI-powered developer platform where millions of developers, businesses, and the largest open source community build software that advances humanity.

scholar.google.com

google scholar provides a simple way to broadly search for scholarly literature. search across a wide variety of disciplines and sources: articles, theses, books, abstracts and court opinions.

singlestore.com

SingleStore Terms of Use | SingleStore helps businesses adapt more quickly, embrace diverse data and accelerate digital innovation by operationalizing all data through one platform.

weka.io

Checkpointing is a crucial process that ensures AI models, including large language models (LLMs), continue training efficiently and without setbacks.

tinybird.co

Learn how to get Tinybird support, choose the right support channel for your plan, troubleshoot issues, and recover deleted resources.

gigasheet.com

Learn how to open and analyze machine-readable files (MRFs) for price transparency using Gigasheet. Discover their uses, challenges, and how Gigasheet simplifies benchmarking for negotiations.