Xue Chen | DeepAI

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Featured Co-authors

Xin Li
301 publications
Min Zhang
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Jin Li
52 publications
Pranjal Awasthi
41 publications
Eric Price
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Rocco A. Servedio
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Pan Peng
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Anindya De
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Aravindan Vijayaraghavan
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Michał Dereziński
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Vaggos Chatziafratis
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∙ 08/30/2023

Random Shortening of Linear Codes and Applications

Random linear codes (RLCs) are well known to have nice combinatorial pro...

0 Xue Chen, et al. ∙

∙ 07/01/2023

Effective Resistances in Non-Expander Graphs

Effective resistances are ubiquitous in graph algorithms and network ana...

0 Dongrun Cai, et al. ∙

∙ 11/15/2021

Improved Decoding of Expander Codes

We study the classical expander codes, introduced by Sipser and Spielman...

0 Xue Chen, et al. ∙

∙ 02/03/2021

Query Complexity of Least Absolute Deviation Regression via Robust Uniform Convergence

Consider a regression problem where the learner is given a large collect...

0 Xue Chen, et al. ∙

∙ 11/10/2020

Role of Digital Twin in Optical Communication: Fault Management, Hardware Configuration, and Transmission Simulation

Optical communication is developing rapidly in the directions of hardwar...

0 Danshi Wang, et al. ∙

∙ 05/31/2020

Estimating Principal Components under Adversarial Perturbations

Robustness is a key requirement for widespread deployment of machine lea...

0 Pranjal Awasthi, et al. ∙

∙ 11/29/2019

Adversarially Robust Low Dimensional Representations

Adversarial or test time robustness measures the susceptibility of a mac...

0 Pranjal Awasthi, et al. ∙

∙ 11/03/2019

Testing noisy linear functions for sparsity

We consider the following basic inference problem: there is an unknown h...

0 Xue Chen, et al. ∙

∙ 07/09/2019

Reconstruction under outliers for Fourier-sparse functions

We consider the problem of learning an unknown f with a sparse Fourier s...

0 Xue Chen, et al. ∙

∙ 04/30/2019

Estimating the Frequency of a Clustered Signal

We consider the problem of locating a signal whose frequencies are "off ...

0 Xue Chen, et al. ∙

∙ 11/27/2017

Condition number-free query and active learning of linear families

We consider the problem of learning a function from samples with ℓ_2-bou...

0 Xue Chen, et al. ∙

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