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06/01/2023
Confidence Intervals for Error Rates in Matching Tasks: Critical Review and Recommendations
Matching algorithms are commonly used to predict matches between items i...
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05/29/2023
Generalized equivalences between subsampling and ridge regularization
We establish precise structural and risk equivalences between subsamplin...
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04/25/2023
Subsample Ridge Ensembles: Equivalences and Generalized Cross-Validation
We study subsampling-based ridge ensembles in the proportional asymptoti...
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02/27/2023
Extrapolated cross-validation for randomized ensembles
Ensemble methods such as bagging and random forests are ubiquitous in fi...
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11/07/2022
Asymptotics of the Sketched Pseudoinverse
We take a random matrix theory approach to random sketching and show an ...
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10/20/2022
Bagging in overparameterized learning: Risk characterization and risk monotonization
Bagging is a commonly used ensemble technique in statistics and machine ...
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05/25/2022
Mitigating multiple descents: A model-agnostic framework for risk monotonization
Recent empirical and theoretical analyses of several commonly used predi...
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11/01/2021
Uncertainty quantification for wide-bin unfolding: one-at-a-time strict bounds and prior-optimized confidence intervals
Unfolding is an ill-posed inverse problem in particle physics aiming to ...
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08/25/2020
Uplink-Downlink Duality Between Multiple-Access and Broadcast Channels with Compressing Relays
Uplink-downlink duality refers to the fact that under a sum-power constr...
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07/29/2020
Objective frequentist uncertainty quantification for atmospheric CO_2 retrievals
The steadily increasing amount of atmospheric carbon dioxide (CO_2) is a...
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06/02/2018
Hybrid Data-Sharing and Compression Strategy for Downlink Cloud Radio Access Network
This paper studies transmission strategies for the downlink of a cloud r...
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02/06/2018
Channel Diagonalization for Cloud Radio Access
The diagonalization of a conventional multiple-input multiple-output (MI...
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01/01/2018