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08/08/2023
Tolerant Testing of High-Dimensional Samplers with Subcube Conditioning
We study the tolerant testing problem for high-dimensional samplers. Giv...
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06/24/2023
On Scalable Testing of Samplers
In this paper we study the problem of testing of constrained samplers ov...
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12/27/2022
Efficiently Supporting Hierarchy and Data Updates in DNA Storage
We propose a novel and flexible DNA-storage architecture that provides t...
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04/26/2022
Managing Reliability Skew in DNA Storage
DNA is emerging as an increasingly attractive medium for data storage du...
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12/09/2021
Testing Probabilistic Circuits
Probabilistic circuits (PCs) are a powerful modeling framework for repre...
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05/24/2021
Partition Function Estimation: A Quantitative Study
Probabilistic graphical models have emerged as a powerful modeling tool ...
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10/24/2020
On Testing of Samplers
Given a set of items ℱ and a weight function 𝚠𝚝: ℱ↦ (0,1), the problem o...
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10/22/2019