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09/14/2022
The Embeddings World and Artificial General Intelligence
From early days, a key and controversial question inside the artificial ...
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03/10/2021
Effectively Counting s-t Simple Paths in Directed Graphs
An important tool in analyzing complex social and information networks i...
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05/28/2019
Sketch-based Randomized Algorithms for Dynamic Graph Regression
A well-known problem in data science and machine learning is linear reg...
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03/26/2019
On the Theory of Dynamic Graph Regression Problem
Most of real-world graphs are dynamic, i.e., they change over time. How...
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12/21/2018
Nonparametric Feature Extraction from Dendrograms
We study nonparametric feature extraction from hierarchies. The commonly...
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10/23/2018