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Computer Science
Theses and Dissertations
Computer Science Theses and Dissertations
Theses and Dissertations for the Computer Science department.
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Deep Learning
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Type
1
Doctoral Dissertation
Year
1
2023
Keyword
1
Data compression (Computer science)
1
Deep Learning
1
Semantic compression
1
Time series search
1
pattern similarity
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Deep Models for Database Compression and Search
Description:
This dissertation studies the canonical tasks of database compression and similarity search, and demonstrates how advanced deep learning models can be used to develop effective …
Year:
2023
Contributor:
Rahimzadeh Ilkhechi, Amir (creator)
Çetintemel, Uğur (Advisor)
Bach, Stephen (Reader)
Eickhoff, Carsten (Reader)
Crotty, Andrew (Reader)
Brown University. Department of Computer Science (sponsor)
Genre:
theses
Subject:
Data compression (Computer science)
Deep Learning
pattern similarity
Time series search
Semantic compression
Collection:
Computer Science
Theses and Dissertations
Full Record
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