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🏛️ The Machine Learning (Stat) Crypt
stat.ML: Where Machine Learning (Stat) papers rest without their code.
5832
Total Papers
5030
No Code
76
Twilight
726
Has Code
12.4%
Survival Rate
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Normalizing Flows for Probabilistic Modeling and Inference
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Deep Interest Network for Click-Through Rate Prediction
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ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks without Training Substitute Models
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European Union regulations on algorithmic decision-making and a "right to explanation"
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A Closer Look at Memorization in Deep Networks
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Weight Uncertainty in Neural Networks
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Adversarial Examples Are Not Bugs, They Are Features
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Tutorial on Variational Autoencoders
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Reconciling modern machine learning practice and the bias-variance trade-off
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Robustness May Be at Odds with Accuracy
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Counterfactual Fairness
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f-GAN: Training Generative Neural Samplers using Variational Divergence Minimization
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How Does Batch Normalization Help Optimization?
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A Review of Relational Machine Learning for Knowledge Graphs
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Evolution Strategies as a Scalable Alternative to Reinforcement Learning
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Interpretable machine learning: definitions, methods, and applications
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A guide to convolution arithmetic for deep learning
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Variational Dropout and the Local Reparameterization Trick
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Making Deep Neural Networks Robust to Label Noise: a Loss Correction Approach
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DeepSurv: Personalized Treatment Recommender System Using A Cox Proportional Hazards Deep Neural Network
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Molecular Graph Convolutions: Moving Beyond Fingerprints
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Large-Margin Softmax Loss for Convolutional Neural Networks
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