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🏛️ The Machine Learning (Stat) Crypt
stat.ML: Where Machine Learning (Stat) papers rest without their code.
5867
Total Papers
5030
No Code
76
Twilight
761
Has Code
13.0%
Survival Rate
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Semi-Supervised AUC Optimization based on Positive-Unlabeled Learning
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Feature-Level Domain Adaptation
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Unbalanced Optimal Transport, from Theory to Numerics
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Physics-informed deep generative models
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DNN-based Source Enhancement to Increase Objective Sound Quality Assessment Score
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Depth with Nonlinearity Creates No Bad Local Minima in ResNets
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Poverty Prediction with Public Landsat 7 Satellite Imagery and Machine Learning
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Adaptive Classification for Prediction Under a Budget
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Data-Driven Learning of a Union of Sparsifying Transforms Model for Blind Compressed Sensing
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Sequential Predictive Conformal Inference for Time Series
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Tight Differential Privacy for Discrete-Valued Mechanisms and for the Subsampled Gaussian Mechanism Using FFT
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Enhancing VAEs for Collaborative Filtering: Flexible Priors & Gating Mechanisms
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Gradient Descent Finds Global Minima for Generalizable Deep Neural Networks of Practical Sizes
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Binary Classification from Positive-Confidence Data
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Dictionary Learning for Massive Matrix Factorization
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Multi-task and Lifelong Learning of Kernels
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Robust Linear Regression: Optimal Rates in Polynomial Time
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Short-term forecasting of solar irradiance without local telemetry: a generalized model using satellite data
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Old Age
Adversarial Robustness as a Prior for Learned Representations
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Understanding GANs: the LQG Setting
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A minimax and asymptotically optimal algorithm for stochastic bandits
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Optimized Data Pre-Processing for Discrimination Prevention
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