ServiceNow Research

Deep Learning

TACTiS: Transformer-Attentional Copulas for Time Series
TACTiS: Transformer-Attentional Copulas for Time Series
The estimation of time-varying quantities is a fundamental component of decision making in fields such as healthcare and finance. …
International Conference on Machine Learning (ICML),  2022.
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In search of robust measures of generalization
In search of robust measures of generalization
One of the principal scientific challenges in deep learning is explaining generalization, i.e., why the particular way the community …
Conference on Neural Information Processing Systems (NeurIPS),  2020.
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Phylogenetic Manifold Regularization: a semi-supervised approach to predict transcription factor binding sites
Phylogenetic Manifold Regularization: a semi-supervised approach to predict transcription factor binding sites
The computational prediction of transcription factor binding sites remains a challenging problems in bioinformatics, despite …
International Conference on Bioinformatics and Biomedicine (BIBM),  2020.
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Deep learning for electromyographic hand gesture signal classification using transfer learning
Deep learning for electromyographic hand gesture signal classification using transfer learning
In recent years, deep learning algorithms have become increasingly more prominent for their unparalleled ability to automatically learn …
Transactions on Neural Systems and Rehabilitation Engineering,  2018.
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