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Federated Learning for Privacy-Preserving Ad Targeting

The Ad Tech Blog

In the evolving landscape of digital advertising, federated learning offers a promising solution for privacy-preserving ad targeting. Understanding Federated Learning Key Points Federated learning enables machine learning model updates without sharing raw data.

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Integration of Federated Learning for Privacy-Preserving Ad Targeting

The Ad Tech Blog

Understanding Federated Learning in Ad Tech Key Points Federated learning allows multiple devices to contribute to machine learning models without sharing the data itself, enhancing privacy. Federated learning thus represents a shift towards more sustainable and privacy-conscious advertising strategies.

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Need to Know: How Machine Learning is Transforming Ad Targeting

Exchange Wire

An intersection of artificial intelligence and data science, machine learning has propelled digital advertising into a new era, in which enhanced automation and detailed data can be utilised to elevate advertising campaigns. The post Need to Know: How Machine Learning is Transforming Ad Targeting appeared first on ExchangeWire.com.

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The Parade Of Performance Pluses; YouTube And Netflix Battle It Out

AdExchanger

Pinterest has released a new machine-learning-controlled ad targeting product and is calling it, what else, Performance+, Adweek reports. Is It All A Performance? Pinterest is the latest walled garden to enter the AI-powered performance ring – or, rather, black box. That’s right.

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Facebook agrees to revamp adtech over discrimination charges

Martech

It requires the company to overhaul its ad targeting tool, Lookalike Audiences, which makes it possible to target housing ads by race, gender, religion or other sensitive characteristics that enable discrimination. This new system will use machine learning to fix bias. Worth noting. Why we care.

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Strategies to Mitigate Emotional Fatigue in Digital Advertising

The Ad Tech Blog

Future Trends in Digital Advertising The future of digital advertising is evolving rapidly, with new technologies and strategies emerging to address challenges like ad fatigue.

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User Consent and Privacy in Mobile Ads

The Ad Tech Blog

Despite the widespread use of mobile devices, many users are reluctant to engage with mobile ads. This can be attributed to factors like ad fatigue, poor ad targeting, and intrusive ad formats. Ad fatigue occurs when users are bombarded with too many ads, leading to a decrease in engagement.