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04/17/2023
An Evaluation on Large Language Model Outputs: Discourse and Memorization
We present an empirical evaluation of various outputs generated by nine ...
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02/13/2022
Incremental user embedding modeling for personalized text classification
Individual user profiles and interaction histories play a significant ro...
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10/11/2019
Random Quadratic Forms with Dependence: Applications to Restricted Isometry and Beyond
Several important families of computational and statistical results in m...
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07/24/2019
Hessian based analysis of SGD for Deep Nets: Dynamics and Generalization
While stochastic gradient descent (SGD) and variants have been surprisin...
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05/30/2017