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05/08/2023
CPMA: An Efficient Batch-Parallel Compressed Set Without Pointers
This paper introduces the batch-parallel Compressed Packed Memory Array ...
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01/19/2022
Prospective Learning: Back to the Future
Research on both natural intelligence (NI) and artificial intelligence (...
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11/10/2020
PACSET (Packed Serialized Trees): Reducing Inference Latency for Tree Ensemble Deployment
We present methods to serialize and deserialize tree ensembles that opti...
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02/05/2020
Observations on Porting In-memory KV stores to Persistent Memory
Systems that require high-throughput and fault tolerance, such as key-va...
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08/21/2019
Towards Marrying Files to Objects
To deal with the constant growth of unstructured data, vendors have depl...
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07/07/2019
Graphyti: A Semi-External Memory Graph Library for FlashGraph
Graph datasets exceed the in-memory capacity of most standalone machines...
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07/05/2019
Geodesic Learning via Unsupervised Decision Forests
Geodesic distance is the shortest path between two points in a Riemannia...
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02/24/2019
clusterNOR: A NUMA-Optimized Clustering Framework
Clustering algorithms are iterative and have complex data access pattern...
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06/19/2018
Forest Packing: Fast, Parallel Decision Forests
Machine learning has an emerging critical role in high-performance compu...
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09/05/2017
Linear Optimal Low Rank Projection for High-Dimensional Multi-Class Data
Classification of individual samples into one or more categories is crit...
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02/03/2016
An SSD-based eigensolver for spectral analysis on billion-node graphs
Many eigensolvers such as ARPACK and Anasazi have been developed to comp...
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06/24/2015
Optimize Unsynchronized Garbage Collection in an SSD Array
Solid state disks (SSDs) have advanced to outperform traditional hard dr...
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06/05/2015
Gradient-Domain Fusion for Color Correction in Large EM Image Stacks
We propose a new gradient-domain technique for processing registered EM ...
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11/25/2014
An Automated Images-to-Graphs Framework for High Resolution Connectomics
Reconstructing a map of neuronal connectivity is a critical challenge in...
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04/16/2014
Automatic Annotation of Axoplasmic Reticula in Pursuit of Connectomes using High-Resolution Neural EM Data
Accurately estimating the wiring diagram of a brain, known as a connecto...
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04/16/2014
Automatic Annotation of Axoplasmic Reticula in Pursuit of Connectomes
In this paper, we present a new pipeline which automatically identifies ...
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09/30/2013
Gradient-Domain Processing for Large EM Image Stacks
We propose a new gradient-domain technique for processing registered EM ...
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01/25/2009
