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🏛️ The Machine Learning (Stat) Crypt
stat.ML: Where Machine Learning (Stat) papers rest without their code.
5782
Total Papers
5030
No Code
76
Twilight
676
Has Code
11.7%
Survival Rate
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On the Expressive Power of Deep Neural Networks
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Parseval Networks: Improving Robustness to Adversarial Examples
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Confident Learning: Estimating Uncertainty in Dataset Labels
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Train longer, generalize better: closing the generalization gap in large batch training of neural networks
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A trans-disciplinary review of deep learning research for water resources scientists
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Minimax Regret Bounds for Reinforcement Learning
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Causal Effect Inference with Deep Latent-Variable Models
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Do Deep Generative Models Know What They Don't Know?
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Kernel Mean Embedding of Distributions: A Review and Beyond
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Variational Autoencoder for Deep Learning of Images, Labels and Captions
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Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference
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Learning Representations for Counterfactual Inference
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Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems
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Variational Continual Learning
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Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm
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Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker
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Deep Learning-Based Communication Over the Air
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Automatic Differentiation Variational Inference
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Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks
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Data Programming: Creating Large Training Sets, Quickly
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The (Un)reliability of saliency methods
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Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking
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