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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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Introduction to Tensor Decompositions and their Applications in Machine Learning
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Learning Features of Music from Scratch
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Global Convergence of Langevin Dynamics Based Algorithms for Nonconvex Optimization
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Deep Successor Reinforcement Learning
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On the Impact of the Activation Function on Deep Neural Networks Training
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On the regularization of Wasserstein GANs
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Metric Learning with Adaptive Density Discrimination
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Old Age
From Parity to Preference-based Notions of Fairness in Classification
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Training Complex Models with Multi-Task Weak Supervision
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An Introduction to Probabilistic Programming
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Many Paths to Equilibrium: GANs Do Not Need to Decrease a Divergence At Every Step
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Higher-Order Factorization Machines
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How much does your data exploration overfit? Controlling bias via information usage
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Batch Normalized Recurrent Neural Networks
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Asymmetric Shapley values: incorporating causal knowledge into model-agnostic explainability
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GraphNVP: An Invertible Flow Model for Generating Molecular Graphs
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Learning with Biased Complementary Labels
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Variance Reduction in SGD by Distributed Importance Sampling
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Deep Survival Analysis
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Predicting the Generalization Gap in Deep Networks with Margin Distributions
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Sticking the Landing: Simple, Lower-Variance Gradient Estimators for Variational Inference
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Gradient Descent Converges to Minimizers
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