🏛️ The Machine Learning (Stat) Crypt
stat.ML: Where Machine Learning (Stat) papers rest without their code.
5832
Total Papers
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726
Has Code
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Boosting Variational Inference
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An Improved Gap-Dependency Analysis of the Noisy Power Method
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Efficient Per-Example Gradient Computations
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Information Limits for Recovering a Hidden Community
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All You Need is a Good Functional Prior for Bayesian Deep Learning
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Direct Feedback Alignment Scales to Modern Deep Learning Tasks and Architectures
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Variational Bayesian Monte Carlo
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Variance reduction properties of the reparameterization trick
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Fair Forests: Regularized Tree Induction to Minimize Model Bias
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Finite Sample Prediction and Recovery Bounds for Ordinal Embedding
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Forest Floor Visualizations of Random Forests
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MetaFun: Meta-Learning with Iterative Functional Updates
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Fast yet Simple Natural-Gradient Descent for Variational Inference in Complex Models
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Structured Optimal Transport
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Estimation Considerations in Contextual Bandits
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Reservoir of Diverse Adaptive Learners and Stacking Fast Hoeffding Drift Detection Methods for Evolving Data Streams
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Denoising Linear Models with Permuted Data
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Feature Space Singularity for Out-of-Distribution Detection
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Finite-dimensional Gaussian approximation with linear inequality constraints
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KATE: K-Competitive Autoencoder for Text
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Pruning Random Forests for Prediction on a Budget
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WarpLDA: a Cache Efficient O(1) Algorithm for Latent Dirichlet Allocation
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