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Towards Physically-consistent, Data-driven Models of Convection.
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Pulsars Detection by Machine Learning with Very Few Features.
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Avoiding Kernel Fixed Points: Computing with ELU and GELU Infinite Networks.
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Expressing Objects just like Words: Recurrent Visual Embedding for Image-Text Matching.
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A Bayes Factor Approach with Informative Prior for Rare Genetic Variant Analysis from Nex...
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Stochastic Regret Minimization in Extensive-Form Games.
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Entrywise convergence of iterative methods for eigenproblems.
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Massive MIMO with Multi-Antenna Users under Jointly Correlated Ricean Fading.
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The Minimal Genus of Homology Classes in a Finite 2-Complex.
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Estimating Training Data Influence by Tracking Gradient Descent.
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Strength from Weakness: Fast Learning Using Weak Supervision.
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Online Policies for Efficient Volunteer Crowdsourcing.
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Revisiting Training Strategies and Generalization Performance in Deep Metric Learning.
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Descriptive and Predictive Analysis of Euroleague Basketball Games and the Wisdom of Bask...
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Tricking Johnny into Granting Web Permissions.
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Non-asymptotic and Accurate Learning of Nonlinear Dynamical Systems.
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Adaptive Temporal Difference Learning with Linear Function Approximation.
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Deep Fusion of Local and Non-Local Features for Precision Landslide Recognition.
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Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised...
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A Scalable Framework for Sparse Clustering Without Shrinkage.
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