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08/02/2021
Accelerating Markov Random Field Inference with Uncertainty Quantification
Statistical machine learning has widespread application in various domai...
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03/09/2020
Lightweight Inter-transaction Caching with Precise Clocks and Dynamic Self-invalidation
Distributed, transactional storage systems scale by sharding data across...
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03/05/2020
Beyond Application End-Point Results: Quantifying Statistical Robustness of MCMC Accelerators
Statistical machine learning often uses probabilistic algorithms, such a...
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12/02/2019
Multi-version Indexing in Flash-based Key-Value Stores
Maintaining multiple versions of data is popular in key-value stores sin...
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10/27/2019