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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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Minimal Random Code Learning: Getting Bits Back from Compressed Model Parameters
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A Workflow for Visual Diagnostics of Binary Classifiers using Instance-Level Explanations
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Integrated perception with recurrent multi-task neural networks
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Top-k Multiclass SVM
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Tight Bounds on the Smallest Eigenvalue of the Neural Tangent Kernel for Deep ReLU Networks
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Faster Non-Convex Federated Learning via Global and Local Momentum
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Neural Approximate Sufficient Statistics for Implicit Models
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Expert-Augmented Machine Learning
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Model-Powered Conditional Independence Test
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Scalable Greedy Feature Selection via Weak Submodularity
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Truncated Variance Reduction: A Unified Approach to Bayesian Optimization and Level-Set Estimation
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Identity Crisis: Memorization and Generalization under Extreme Overparameterization
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WNGrad: Learn the Learning Rate in Gradient Descent
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Streaming PCA and Subspace Tracking: The Missing Data Case
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GPU-acceleration for Large-scale Tree Boosting
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A Generalization of Convolutional Neural Networks to Graph-Structured Data
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Bootstrapping Graph Convolutional Neural Networks for Autism Spectrum Disorder Classification
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Consistent On-Line Off-Policy Evaluation
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A scalable end-to-end Gaussian process adapter for irregularly sampled time series classification
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Bayesian representation learning with oracle constraints
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Kernel Manifold Alignment
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A Deep-Learning-Based Geological Parameterization for History Matching Complex Models
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