Results 41 to 50 of about 846,150 (140)

Sub-Stream Fairness and Numerical Correctness in MIMO Interference Channels

open access: yes, 2013
Signal-to-interference plus noise ratio (SINR) and rate fairness in a system are substantial quality-of-service (QoS) metrics. The acclaimed SINR maximization (max-SINR) algorithm does not achieve fairness between user's streams, i.e., sub-stream ...
Anand, Kushal   +4 more
core   +1 more source

A Confidence-Based Approach for Balancing Fairness and Accuracy

open access: yes, 2016
We study three classical machine learning algorithms in the context of algorithmic fairness: adaptive boosting, support vector machines, and logistic regression.
Fish, Benjamin   +2 more
core   +1 more source

Hierarchical Beamforming: Resource Allocation, Fairness and Flow Level Performance

open access: yes, 2018
We consider hierarchical beamforming in wireless networks. For a given population of flows, we propose computationally efficient algorithms for fair rate allocation including proportional fairness and max-min fairness.
Altman, Zwi   +2 more
core   +3 more sources

What influences the perception of fairness in urban and rural China? An analysis using machine learning

open access: yesHumanities & Social Sciences Communications
A significant gap has long existed between urban and rural areas in China, leading to substantial differences in people’s perceptions of fairness. Analyzing the factors influencing fairness perceptions from an urban-rural dual perspective is crucial, as ...
Yating Ding, Lin Wu
doaj   +1 more source

The sound of fairness: An integrative framework for embedding fairness into voice interaction design

open access: yesComputers in Human Behavior Reports
Voice assistants (VAs) substantially affect the manner in which users interact with technology by offering convenient, hands-free user interfaces. However, owing to inherent limitations in conveying and visualising information, voice interactions are ...
Seyyed Mohammad Mahdi Bahadornia   +2 more
doaj   +1 more source

Fairness considerations with algorithms for elastic traffic routing

open access: yesJournal of Telecommunications and Information Technology, 2004
The bit rate of modern applications typically varies in time. We consider the traffic elastic if the rate of the sources can be controlled as a function of free resources along the route of that traffic.
Tibor Cinkler   +2 more
doaj   +1 more source

{iFair}: {L}earning Individually Fair Data Representations for Algorithmic Decision Making [PDF]

open access: yes, 2018
People are rated and ranked, towards algorithmic decision making in an increasing number of applications, typically based on machine learning. Research on how to incorporate fairness into such tasks has prevalently pursued the paradigm of group fairness:
Gummadi, K., Lahoti, P., Weikum, G.
core   +1 more source

Differential Games between a Brand Manufacturer and an Internet Celebrity Regarding Fairness Concerns

open access: yesMathematics
With the rapid growth of social media and live-streaming technology, live-stream selling has become integral to the digital economy. Using differential game theory, this paper examines how fairness concerns impact the profits of internet celebrities and ...
Rui Li, Weidong Huang
doaj   +1 more source

The Future of “Fair and Balanced”: The Fairness Doctrine, Net Neutrality, and the Internet [PDF]

open access: yes, 2009
In recent months, different groups--pundits, politicians, and even an FCC Commissioner--have discussed resurrecting the now-defunct Fairness Doctrine and applying it to Internet communication. This iBrief responds to the novel application of the Doctrine
Leonhardt, Sasha
core   +1 more source

Exploring Reinforcement Learning for Scheduling in Cellular Networks

open access: yesMathematics
Cellular network scheduling is crucial for wireless deployments like 4G, 5G, and 6G and is a challenging resource allocation task performed by the scheduler located at the base stations.
Omer Gurewitz   +3 more
doaj   +1 more source

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