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05/30/2023
Does Conceptual Representation Require Embodiment? Insights From Large Language Models
Recent advances in large language models (LLM) have the potential to she...
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05/22/2023
Differential Privacy with Random Projections and Sign Random Projections
In this paper, we develop a series of differential privacy (DP) algorith...
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06/26/2022
k-Median Clustering via Metric Embedding: Towards Better Initialization with Differential Privacy
When designing clustering algorithms, the choice of initial centers is c...
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05/23/2022
Learning heterophilious edge to drop: A general framework for boosting graph neural networks
Graph Neural Networks (GNNs) aim at integrating node contents with graph...
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06/24/2021
A Systematic Collection of Medical Image Datasets for Deep Learning
The astounding success made by artificial intelligence (AI) in healthcar...
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03/24/2020
An Inverse-free Truncated Rayleigh-Ritz Method for Sparse Generalized Eigenvalue Problem
This paper considers the sparse generalized eigenvalue problem (SGEP), w...
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03/12/2020
