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Temporal Robustness against Data Poisoning
Neural Information Processing Systems
Data poisoning considers cases when an adversary manipulates the behavior of machine learning algorithms through malicious training data.
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Simple and Controllable Music Generation Jade Copet Felix Kreuk
Neural Information Processing Systems
We tackle the task of conditional music generation.
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Simple and Controllable Music Generation Jade Copet Felix Kreuk
Neural Information Processing Systems
We tackle the task of conditional music generation.
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- Media > Music (1.00)
- Leisure & Entertainment (1.00)
Technology:
Conformal Meta-learners for Predictive Inference of Individual Treatment Effects
Neural Information Processing Systems
Previous work has focused primarily on developing ML-based "meta-learners" that can provide point estimates of the conditional
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- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.46)
Wasserstein Distance Rivals Kullback-Leibler Divergence for Knowledge Distillation Jiaming Lv, Haoyuan Y ang
Neural Information Processing Systems
Since pioneering work of Hinton et al., knowledge distillation based on Kullback-Leibler Divergence (KL-Div) has been predominant, and recently its variants have
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