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🏛️ The Machine Learning (Stat) Crypt
stat.ML: Where Machine Learning (Stat) papers rest without their code.
5792
Total Papers
5030
No Code
76
Twilight
686
Has Code
11.8%
Survival Rate
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Universal Function Approximation by Deep Neural Nets with Bounded Width and ReLU Activations
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Spectral Norm Regularization for Improving the Generalizability of Deep Learning
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The Relative Performance of Ensemble Methods with Deep Convolutional Neural Networks for Image Classification
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Solving Systems of Random Quadratic Equations via Truncated Amplitude Flow
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ATOMO: Communication-efficient Learning via Atomic Sparsification
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Learning Disentangled Representations with Semi-Supervised Deep Generative Models
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Active Bias: Training More Accurate Neural Networks by Emphasizing High Variance Samples
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COPOD: Copula-Based Outlier Detection
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Explanations can be manipulated and geometry is to blame
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Attention-based Graph Neural Network for Semi-supervised Learning
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Supersparse Linear Integer Models for Optimized Medical Scoring Systems
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Learning how to explain neural networks: PatternNet and PatternAttribution
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Learning to Compose Domain-Specific Transformations for Data Augmentation
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Generalization Properties of Learning with Random Features
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Discrete Distribution Estimation under Local Privacy
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A New Approach to Probabilistic Programming Inference
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Adversarial Feature Matching for Text Generation
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Hierarchical Variational Models
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On the importance of single directions for generalization
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Random Forests for Big Data
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SHINE: Signed Heterogeneous Information Network Embedding for Sentiment Link Prediction
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GANS for Sequences of Discrete Elements with the Gumbel-softmax Distribution
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