Uncertainty Quantification for Large Language Models (LLMs)
18:26
YouTubeUMDataScienceLab - Raed Al Kontar
Uncertainty Quantification for Large Language Models (LLMs)
This paper takes a fully probabilistic approach by modeling the joint distribution over questions and inputs, defining uncertainty as a function of p(x∣y) to quantify the diversity of inputs that could lead to a specific output. It further proves the importance of perturbations in measuring uncertainty and introduces a method to generate ...
321 views1 month ago
Uncertainty Quantification Methods
Types of Uncertainty with Formula and Numericals
0:06
Types of Uncertainty with Formula and Numericals
YouTubePhysics (11th and 12th) by Er
2K views8 months ago
Difference between Uncertainty and Errors
0:06
Difference between Uncertainty and Errors
YouTubePhysics (11th and 12th) by Er
2.2K views8 months ago
Heisenberg's Uncertainty Principle Explained
0:40
Heisenberg's Uncertainty Principle Explained
YouTubeFACTWORM
1.1K views7 months ago
Top videos
Uncertainty Quantification in Machine Learning
1:00
Uncertainty Quantification in Machine Learning
YouTubeHIDA
17 views2 months ago
Uncertainty Quantification in SPICE Reconstruction of MRSI
8:12
Uncertainty Quantification in SPICE Reconstruction of MRSI
YouTubeJason Tian Lyu
17 views2 months ago
UNQW04 | Paul Constantine | Subspace-based dimension reduction for forward and inverse uncertainty
38:13
UNQW04 | Paul Constantine | Subspace-based dimension reduction for forward and inverse uncertainty
YouTubeINI Seminar Room 1
1 views1 week ago
Uncertainty quantification Uncertainty Analysis Techniques
Understanding the Heisenberg Uncertainty Principle Quantum Physics Explained #space #universe #nasa
0:33
Understanding the Heisenberg Uncertainty Principle Quantum Physics Explained #space #universe #nasa
YouTubeThings to know
2.7K views9 months ago
Embracing Uncertainty: Ellen Langer's Guide to Lifelong Learning 🌟
0:43
Embracing Uncertainty: Ellen Langer's Guide to Lifelong Learning 🌟
YouTubeThe Prosper Path
1.1K viewsMay 25, 2024
Heisenberg’s Uncertainty Principle Explained Simply | Quantum Mechanics Made Easy
1:04
Heisenberg’s Uncertainty Principle Explained Simply | Quantum Mechanics Made Easy
YouTubeBrainwave Lab
161 views4 months ago