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Trade-offs in Data Memorization via Strong Data Processing Inequalities

Recent research demonstrated that training large language models involves memorization of a significant fraction of training data. Such memorization can lead to privacy violations when

Editor Editor 2 Min Read

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Beyond Code Generation: Continuously Evolve Text with LLMs

the initial response from an LLM doesn’t suit you? You rerun it,

HtFLlib: A Unified Benchmarking Library for Evaluating Heterogeneous Federated Learning Methods Across Modalities

AI institutions develop heterogeneous models for specific tasks but face data scarcity

Computer Vision’s Annotation Bottleneck Is Finally Breaking

Computer vision (CV) models are only as good as their labels, and

Can We Use Chess to Predict Soccer?

There is no way around it. Every soccer fan has had countless,

A Multi-Agent SQL Assistant You Can Trust with Human-in-Loop Checkpoint & LLM Cost Control

about building your own AI agents? Are you constantly overwhelmed by all

How to Build an Advanced BrightData Web Scraper with Google Gemini for AI-Powered Data Extraction

In this tutorial, we walk you through building an enhanced web scraping

Animating Linear Transformations with Quiver

scientist inevitably means working on multiple layers of abstraction, foremost abstractions of

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