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08/22/2023
Learned Lock-free Search Data Structures
Non-blocking search data structures offer scalability with a progress gu...
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07/27/2023
Wait-Free Updates and Range Search using Uruv
CRUD operations, along with range queries make a highly useful abstract ...
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03/13/2022
Scaling the Wild: Decentralizing Hogwild!-style Shared-memory SGD
Powered by the simplicity of lock-free asynchrony, Hogwilld! is a go-to ...
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06/12/2020
Stochastic Gradient Langevin with Delayed Gradients
Stochastic Gradient Langevin Dynamics (SGLD) ensures strong guarantees w...
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03/03/2020
Dynamic Graph Operations: A Consistent Non-blocking Approach
Graph algorithms enormously contribute to the domains such as blockchain...
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01/16/2020
Elastic Consistency: A General Consistency Model for Distributed Stochastic Gradient Descent
Machine learning has made tremendous progress in recent years, with mode...
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09/04/2018