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arXiv
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Learning to Learn Kernels with Variational Random Features.
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Optimizing generalization on the train set: a novel gradient-based framework to train par...
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End-to-end Sinkhorn Autoencoder with Noise Generator.
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On the asymptotics of wide networks with polynomial activations.
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Training Generative Adversarial Networks with Limited Data.
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Towards Early Diagnosis of Epilepsy from EEG Data.
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A multi-objective-based approach for Fair Principal Component Analysis.
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Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation.
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Kalman Filter Based Multiple Person Head Tracking.
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Sovereign: User-Controlled Smart Homes.
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Learning to Infer 3D Object Models from Images.
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Multi-index Antithetic Stochastic Gradient Algorithm.
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Dynamical mean-field theory for stochastic gradient descent in Gaussian mixture classific...
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Robust Grouped Variable Selection Using Distributionally Robust Optimization.
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Faster DBSCAN via subsampled similarity queries.
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Hairy black holes by gravitational decoupling.
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Analytical investigation of wave absorption by a rotating black hole analogue.
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Continuous Control for Searching and Planning with a Learned Model.
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Manifold GPLVMs for discovering non-Euclidean latent structure in neural data.
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Measuring Forecasting Skill from Text.
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Defending against GAN-based Deepfake Attacks via Transformation-aware Adversarial Faces.
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