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20182023
most citedShallow Neural Network can Perfectly Classify an Object following Separable Probability Distribution

1 citations · 1 across the 4 of their papers we have counts for

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cs.IT2023

Graph Matching in Correlated Stochastic Block Models for Improved Graph Clustering

Joonhyuk Yang, Hye Won Chung

We consider community detection from multiple correlated graphs sharing the same community structure. The correlated graphs are generated by independent subsampling of a parent gra…

cs.IT2018

Parity Queries for Binary Classification

Hye Won Chung, Ji Oon Lee, Doyeon Kim +1

Consider a query-based data acquisition problem that aims to recover the values of binary variables from parity (XOR) measurements of chosen subsets of the variables. Assume th…

cs.IT2018

Fundamental Limits on Data Acquisition: Trade-offs between Sample Complexity and Query Difficulty

Hye Won Chung, Ji Oon Lee, Alfred O. Hero

We consider query-based data acquisition and the corresponding information recovery problem, where the goal is to recover binary variables (information bits) from parity measur…