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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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Evaluating Overfit and Underfit in Models of Network Community Structure
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Balanced Policy Evaluation and Learning
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Un-regularizing: approximate proximal point and faster stochastic algorithms for empirical risk minimization
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The Limitations of Adversarial Training and the Blind-Spot Attack
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Entropy-SGD optimizes the prior of a PAC-Bayes bound: Generalization properties of Entropy-SGD and data-dependent priors
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FreezeOut: Accelerate Training by Progressively Freezing Layers
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Convolutional RNN: an Enhanced Model for Extracting Features from Sequential Data
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Stochastically Transitive Models for Pairwise Comparisons: Statistical and Computational Issues
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Straggler Mitigation in Distributed Optimization Through Data Encoding
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A statistical interpretation of spectral embedding: the generalised random dot product graph
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Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm
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Data-driven discovery of PDEs in complex datasets
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Causal Consistency of Structural Equation Models
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Does Neural Machine Translation Benefit from Larger Context?
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Iterative Machine Teaching
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Asynchrony begets Momentum, with an Application to Deep Learning
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Infinite Edge Partition Models for Overlapping Community Detection and Link Prediction
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An Intuitive Tutorial to Gaussian Process Regression
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Dynamic Pricing in High-dimensions
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An Alternative Probabilistic Interpretation of the Huber Loss
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Bayesian Hypernetworks
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Bayesian GAN
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