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07/18/2022
MCTensor: A High-Precision Deep Learning Library with Multi-Component Floating-Point
In this paper, we introduce MCTensor, a library based on PyTorch for pro...
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06/23/2022
Non-Determinism and the Lawlessness of ML Code
Legal literature on machine learning (ML) tends to focus on harms, and a...
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02/14/2022
HyLa: Hyperbolic Laplacian Features For Graph Learning
Due to its geometric properties, hyperbolic space can support high-fidel...
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09/22/2021
Tecnologica cosa: Modeling Storyteller Personalities in Boccaccio's Decameron
We explore Boccaccio's Decameron to see how digital humanities tools can...
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02/29/2020
Differentiating through the Fréchet Mean
Recent advances in deep representation learning on Riemannian manifolds ...
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10/09/2019
PipeMare: Asynchronous Pipeline Parallel DNN Training
Recently there has been a flurry of interest around using pipeline paral...
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03/29/2019
SysML: The New Frontier of Machine Learning Systems
Machine learning (ML) techniques are enjoying rapidly increasing adoptio...
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03/16/2018
