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10/16/2020
The Capacity of Symmetric Private Information Retrieval under Arbitrary Collusion and Eavesdropping Patterns
We study the symmetric private information retrieval (SPIR) problem unde...
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09/11/2020
QRnet: optimal regulator design with LQR-augmented neural networks
In this paper we propose a new computational method for designing optima...
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01/12/2020
The Capacity of Private Information Retrieval Under Arbitrary Collusion Patterns
We study the private information retrieval (PIR) problem under arbitrary...
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11/21/2019
Density Propagation with Characteristics-based Deep Learning
Uncertainty propagation in nonlinear dynamic systems remains an outstand...
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07/11/2019
Adaptive Deep Learning for High Dimensional Hamilton-Jacobi-Bellman Equations
Computing optimal feedback controls for nonlinear systems generally requ...
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01/21/2019
The Capacity of Multi-round Private Information Retrieval from Byzantine Databases
In this work, we investigate the capacity of private information retriev...
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02/08/2018