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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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CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Networks
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Old Age
Evaluating and Understanding the Robustness of Adversarial Logit Pairing
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Learning Relevant Features of Data with Multi-scale Tensor Networks
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Interpretable Distribution Features with Maximum Testing Power
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Time Series Clustering via Community Detection in Networks
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Mind the duality gap: safer rules for the Lasso
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Stacking Models for Nearly Optimal Link Prediction in Complex Networks
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Learning ReLU Networks on Linearly Separable Data: Algorithm, Optimality, and Generalization
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Deep Gaussian Mixture Models
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Ensemble Methods as a Defense to Adversarial Perturbations Against Deep Neural Networks
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Distilling Knowledge from Deep Networks with Applications to Healthcare Domain
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Local Maxima in the Likelihood of Gaussian Mixture Models: Structural Results and Algorithmic Consequences
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A Priori Estimates of the Population Risk for Two-layer Neural Networks
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Variational Inference using Implicit Distributions
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Noisy Matrix Completion: Understanding Statistical Guarantees for Convex Relaxation via Nonconvex Optimization
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Understanding and Comparing Deep Neural Networks for Age and Gender Classification
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Wasserstein Dictionary Learning: Optimal Transport-based unsupervised non-linear dictionary learning
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An optimal algorithm for the Thresholding Bandit Problem
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Unbiased split variable selection for random survival forests using maximally selected rank statistics
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Optimal Regret Analysis of Thompson Sampling in Stochastic Multi-armed Bandit Problem with Multiple Plays
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Neuron Shapley: Discovering the Responsible Neurons
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Deep Bayesian Inversion
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