by | Dec 18, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Classifier-Free Guidance in LLMs Safety — NeurIPS 2024 Challenge ExperienceThis article briefly describes NeurIPS 2024 LLM-PC submission that was awarded the second prize — the approach to effective LLM unlearning without any retaining dataset. This is achieved...
by | Dec 18, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
How PageRank transformed how we searched the internet, and why it’s still playing an important role in LLMs with Graph RAG.Continue reading on Towards Data Science » How PageRank transformed how we searched the internet, and why it’s still playing an important role...
by | Dec 18, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Reflecting on advances and challenges in deep learning and explainability in the ever-evolving era of LLMs and AI governanceImage by authorBackgroundImagine you are navigating a self-driving car, relying entirely on its onboard computer to make split-second decisions....
by | Dec 18, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Understanding the theory and implementation of SAC RL in the context of BioengineeringImage generated by the author using ChatGPT-4oIntroductionThe research domain of Reinforcement Learning (RL) has evolved greatly over the past years. The use of deep reinforcement...
by | Dec 18, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Understanding the Unbiased Estimation of Population VarianceIn statistics, a common point of confusion for many learners is why we divide by n−1 when calculating sample variance, rather than simply using n, the number of observations in the sample. This choice may...
