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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…
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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…
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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