🏛️ The Machine Learning (Stat) Crypt
stat.ML: Where Machine Learning (Stat) papers rest without their code.
5792
Total Papers
5030
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Group Sparse Regularization for Deep Neural Networks
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MaskGAN: Better Text Generation via Filling in the______
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Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion Rate
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Sensitivity and Generalization in Neural Networks: an Empirical Study
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Multiplicative Normalizing Flows for Variational Bayesian Neural Networks
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Learning Models with Uniform Performance via Distributionally Robust Optimization
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Learning Discrete Representations via Information Maximizing Self-Augmented Training
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Label-Consistent Backdoor Attacks
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Time for a change: a tutorial for comparing multiple classifiers through Bayesian analysis
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Unsupervised Feature Extraction by Time-Contrastive Learning and Nonlinear ICA
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Auxiliary Deep Generative Models
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Distributional Smoothing with Virtual Adversarial Training
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Max-value Entropy Search for Efficient Bayesian Optimization
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Composable Effects for Flexible and Accelerated Probabilistic Programming in NumPyro
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Dataset Augmentation in Feature Space
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Optimizing the Latent Space of Generative Networks
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Physics-Informed Generative Adversarial Networks for Stochastic Differential Equations
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Slalom: Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware
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DARLA: Improving Zero-Shot Transfer in Reinforcement Learning
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Towards a Neural Statistician
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Qsparse-local-SGD: Distributed SGD with Quantization, Sparsification, and Local Computations
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Soft Weight-Sharing for Neural Network Compression
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