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04/05/2020
Reinforcement Learning Architectures: SAC, TAC, and ESAC
The trend is to implement intelligent agents capable of analyzing availa...
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12/05/2019
Polarized Low-Density Parity-Check Codes on the BSC
The connections between variable nodes and check nodes have a great infl...
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09/25/2019
PINE: Universal Deep Embedding for Graph Nodes via Partial Permutation Invariant Set Functions
Graph node embedding aims at learning a vector representation for all no...
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02/28/2018
On the Sublinear Convergence of Randomly Perturbed Alternating Gradient Descent to Second Order Stationary Solutions
The alternating gradient descent (AGD) is a simple but popular algorithm...
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03/24/2017