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08/20/2023
Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models
Current literature, aiming to surpass the "Chain-of-Thought" approach, o...
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10/30/2022
Robust Data Valuation via Variance Reduced Data Shapley
Data valuation, especially quantifying data value in algorithmic predict...
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04/15/2022
Just Fine-tune Twice: Selective Differential Privacy for Large Language Models
With the increasing adoption of NLP models in real-world products, it be...
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11/24/2021
Learning to Refit for Convex Learning Problems
Machine learning (ML) models need to be frequently retrained on changing...
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07/13/2021
Learnability of Learning Performance and Its Application to Data Valuation
For most machine learning (ML) tasks, evaluating learning performance on...
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11/17/2019
