erm
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- Asia > Middle East > Jordan (0.04)
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Variance-Reduced Stochastic Gradient Descent on Streaming Data
Ellango Jothimurugesan, Ashraf Tahmasbi, Phillip Gibbons, Srikanta Tirthapura
Neural Information Processing Systems http://nips.cc/
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- North America > United States > Pennsylvania > Allegheny County > Pittsburgh (0.04)
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- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning > Gradient Descent (0.88)
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- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Europe > Russia > Central Federal District > Moscow Oblast > Moscow (0.04)
- Europe > Finland (0.04)
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- North America > United States > Virginia (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
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- Research Report > New Finding (0.92)
- Research Report > Experimental Study (0.92)
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Oracle-EfficientDifferentiallyPrivateLearningwith PublicData
Due to statistical lower bounds on the learnability of many function classes under privacy constraints, there has been recent interest in leveraging public data to improve the performance of private learning algorithms.
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- North America > Canada > British Columbia > Metro Vancouver Regional District > Vancouver (0.04)
- North America > United States > Rhode Island > Providence County > Providence (0.04)
- North America > United States > Pennsylvania > Allegheny County > Pittsburgh (0.04)
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Technology: Information Technology > Artificial Intelligence > Machine Learning > Computational Learning Theory (0.46)
LFME: A Simple Framework for Learning from Multiple Experts in Domain Generalization
Extensive experiments on benchmarks from different DG tasks demonstrate that LFME is consistently beneficial to the baseline and can achieve comparable performance to existing arts.
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- Research Report > Experimental Study (1.00)
- Research Report > New Finding (0.67)
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- Asia > Middle East > Jordan (0.04)
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- Research Report > Experimental Study (1.00)
- Research Report > New Finding (0.93)
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- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.05)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- North America > United States > Rhode Island > Providence County > Providence (0.04)
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Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.68)
On Human-Aligned Risk Minimization
Liu Leqi, Adarsh Prasad, Pradeep K. Ravikumar
Humans diminishes weightF ( ), theeventE = I {, i.e.
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- North America > United States > Pennsylvania > Allegheny County > Pittsburgh (0.16)
- North America > United States > Massachusetts (0.04)
- North America > Canada > British Columbia > Metro Vancouver Regional District > Vancouver (0.04)