Search Results for author:
Found 4 papers, 1 papers with code
The Impact of LoRA on the Emergence of Clusters in Transformers
In this paper, we employ the mathematical framework on Transformers developed by \citet{sander2022sinkformers, geshkovski2023emergence, geshkovski2023mathematical} to explore how variations in attention parameters and initial token values impact the structural dynamics of token clusters.
Rényi Pufferfish Privacy: General Additive Noise Mechanisms and Privacy Amplification by Iteration
Pufferfish privacy is a flexible generalization of differential privacy that allows to model arbitrary secrets and adversary's prior knowledge about the data.
A fully automated periodicity detection in time series
This paper presents a method to autonomously find periodicities in a signal.
Information gain ratio correction: Improving prediction with more balanced decision tree splits
Decision trees algorithms use a gain function to select the best split during the tree's induction.
