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06/07/2023
Multilingual Clinical NER: Translation or Cross-lingual Transfer?
Natural language tasks like Named Entity Recognition (NER) in the clinic...
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07/13/2020
Quantitative Propagation of Chaos for SGD in Wide Neural Networks
In this paper, we investigate the limiting behavior of a continuous-time...
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04/08/2020
Continuous and Discrete-Time Analysis of Stochastic Gradient Descent for Convex and Non-Convex Functions
This paper proposes a thorough theoretical analysis of Stochastic Gradie...
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06/20/2019
Active Linear Regression
We consider the problem of active linear regression where a decision mak...
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02/12/2019
A Problem-Adaptive Algorithm for Resource Allocation
We consider a sequential stochastic resource allocation problem under th...
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10/11/2018