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02/14/2023
Graph schemas as abstractions for transfer learning, inference, and planning
We propose schemas as a model for abstractions that can be used for rapi...
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02/08/2022
PGMax: Factor Graphs for Discrete Probabilistic Graphical Models and Loopy Belief Propagation in JAX
PGMax is an open-source Python package for easy specification of discret...
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08/24/2020
On sampling from data with duplicate records
Data deduplication is the task of detecting records in a database that c...
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06/18/2020
Record fusion: A learning approach
Record fusion is the task of aggregating multiple records that correspon...
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06/10/2020
Better Together: Resnet-50 accuracy with 13x fewer parameters and at 3x speed
Recent research on compressing deep neural networks has focused on reduc...
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02/29/2020
Three-dimensional matching is NP-Hard
The standard proof of NP-Hardness of 3DM provides a power-4 reduction of...
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10/10/2018
Semi-supervised clustering for de-duplication
Data de-duplication is the task of detecting multiple records that corre...
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06/08/2016