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06/26/2023
AirIndex: Versatile Index Tuning Through Data and Storage
The end-to-end lookup latency of a hierarchical index – such as a B-tree...
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05/15/2023
Transactional Python for Durable Machine Learning: Vision, Challenges, and Feasibility
In machine learning (ML), Python serves as a convenient abstraction for ...
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03/07/2023
A Step Toward Deep Online Aggregation (Extended Version)
For exploratory data analysis, it is often desirable to know what answer...
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08/07/2022
Automatically Finding Optimal Index Structure
Existing learned indexes (e.g., RMI, ALEX, PGM) optimize the internal re...
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06/26/2022
Probabilistic PolarGMM: Unsupervised Cluster Learning of Very Noisy Projection Images of Unknown Pose
A crucial step in single particle analysis (SPA) of cryogenic electron m...
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12/26/2021
Airphant: Cloud-oriented Document Indexing
Modern data warehouses can scale compute nodes independently of storage....
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05/27/2019
Hypothesis-Driven Skill Discovery for Hierarchical Deep Reinforcement Learning
Deep reinforcement learning encompasses many versatile tools for designi...
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04/19/2018