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04/27/2023
JaxPruner: A concise library for sparsity research
This paper introduces JaxPruner, an open-source JAX-based pruning and sp...
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10/07/2021
Shift-BNN: Highly-Efficient Probabilistic Bayesian Neural Network Training via Memory-Friendly Pattern Retrieving
Bayesian Neural Networks (BNNs) that possess a property of uncertainty e...
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06/22/2021
Randomness In Neural Network Training: Characterizing The Impact of Tooling
The quest for determinism in machine learning has disproportionately foc...
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10/14/2020
A Graph Representation of Semi-structured Data for Web Question Answering
The abundant semi-structured data on the Web, such as HTML-based tables ...
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01/22/2020
DeepEnroll: Patient-Trial Matching with Deep Embedding and Entailment Prediction
Clinical trials are essential for drug development but often suffer from...
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01/22/2020
DeepEnroll: Patient-Trial Matching with Deep Embeddingand Entailment Prediction
Clinical trials are essential for drug development but often suffer from...
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11/07/2019
