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03/06/2023
Near-Optimality Guarantees for Approximating Rational Matrix Functions by the Lanczos Method
We study the Lanczos method for approximating the action of a symmetric ...
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10/06/2022
A Quantitative Theory of Bottleneck Structures for Data Networks
The conventional view of the congestion control problem in data networks...
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02/26/2021
Spectral Top-Down Recovery of Latent Tree Models
Modeling the distribution of high dimensional data by a latent tree grap...
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02/28/2020
Spectral neighbor joining for reconstruction of latent tree models
A key assumption in multiple scientific applications is that the distrib...
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06/04/2019
Finding Syntactic Representations in Neural Stacks
Neural network architectures have been augmented with differentiable sta...
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09/08/2018