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10/13/2022
A Direct Approximation of AIXI Using Logical State Abstractions
We propose a practical integration of logical state abstraction with AIX...
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06/05/2022
Factored Conditional Filtering: Tracking States and Estimating Parameters in High-Dimensional Spaces
This paper introduces the factored conditional filter, a new filtering a...
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06/10/2021
Spatially Invariant Unsupervised 3D Object Segmentation with Graph Neural Networks
In this paper, we tackle the problem of unsupervised 3D object segmentat...
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04/07/2021
Accurate and Efficient Suffix Tree Based Privacy-Preserving String Matching
The task of calculating similarities between strings held by different o...
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10/25/2019
Distributed Privacy-Preserving Prediction
In privacy-preserving machine learning, individual parties are reluctant...
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12/27/2017
Scalable Entity Resolution Using Probabilistic Signatures on Parallel Databases
Accurate and efficient entity resolution is an open challenge of particu...
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08/04/2017
Exploiting Redundancy, Recurrence and Parallelism: How to Link Millions of Addresses with Ten Lines of Code in Ten Minutes
Accurate and efficient record linkage is an open challenge of particular...
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09/12/2012
Probabilities on Sentences in an Expressive Logic
Automated reasoning about uncertain knowledge has many applications. One...
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08/21/2012
The MADlib Analytics Library or MAD Skills, the SQL
MADlib is a free, open source library of in-database analytic methods. I...
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09/04/2009