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08/07/2021
Membership Inference Attacks on Lottery Ticket Networks
The vulnerability of the Lottery Ticket Hypothesis has not been studied ...
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06/13/2019
Memory-Efficient Group-by Aggregates over Multi-Way Joins
Aggregate computation in relational databases has long been done using t...
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10/10/2018
Understanding Data Science Lifecycle Provenance via Graph Segmentation and Summarization
Increasingly modern data science platforms today have non-intrusive and ...
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02/21/2018
RStore: A Distributed Multi-version Document Store
We address the problem of compactly storing a large number of versions (...
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02/21/2018
Managing and Querying Multi-versioned Documents using a Distributed Key-Value Store
We address the problem of compactly storing a large number of versions (...
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11/18/2016
ModelHub: Towards Unified Data and Lifecycle Management for Deep Learning
Deep learning has improved state-of-the-art results in many important fi...
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01/10/2013
Efficient Stepwise Selection in Decomposable Models
In this paper, we present an efficient way of performing stepwise select...
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05/09/2012