Machine Learning

Machine Learning

Retrieval Augmented Generation: Where Information Retrieval Meets Text Generation

Image created by Author using Midjourney     Introduction to RAG   In the constantly evolving world of language models, one steadfast methodology of particular note is Retrieval...
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Machine Learning

How Monte Carlo Tree Search works part3(Machine Learning) | by Monodeep Mukherjee | Apr, 2024

Verified Multi-Step Synthesis using Large Language Models and Monte Carlo Tree Search(arXiv)Author : David Brandfonbrener, Sibi Raja, Tarun Prasad, Chloe Loughridge, Jianang Yang,...
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Machine Learning

Differential Privacy and Federated Learning for Medical Data | by Eric Boernert | Apr, 2024

A practical assessment of Differential Privacy & Federated Learning in the medical context.(Bing AI generated image, original, full ownership)The need for data privacy...
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Machine Learning

How to Standout and Safeguard Your Job in the Generative AI Era

  Image by Author  Several playbooks, roadmaps, and career tracks boast of helping you land your first job in AI or make the transition into...
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Machine Learning

How Ricci Flow is used in Machine Learning part2 | by Monodeep Mukherjee | Apr, 2024

The Convergence of Prescribed Combinatorial Ricci Flows for Total Geodesic Curvatures in Spherical Background Geometry(arXiv)Author : Guangming Hu, Ziping Lei, Yu Sun, Puchun...
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Machine Learning

Assorted Flavors of Fourier Series on a Finite Domain | by Sébastien Gilbert | Apr, 2024

Choose the one that behaves nicely at the boundariesWe can see that the reconstruction goes through 0 at x=0. The derivative is zero...
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