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07/28/2023
Robust Distortion-free Watermarks for Language Models
We propose a methodology for planting watermarks in text from an autoreg...
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01/17/2023
A Fast Algorithm for Adaptive Private Mean Estimation
We design an (ε, δ)-differentially private algorithm to estimate the mea...
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02/20/2022
Memorize to Generalize: on the Necessity of Interpolation in High Dimensional Linear Regression
We examine the necessity of interpolation in overparameterized models, t...
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06/14/2019
Explaining Landscape Connectivity of Low-cost Solutions for Multilayer Nets
Mode connectivity is a surprising phenomenon in the loss landscape of de...
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04/08/2019
Minimizing the Number of Detrimental Objects in Multi-Dimensional Graph-Based Codes
In order to meet the demands of data-hungry applications, data storage d...
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10/16/2018