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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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Boundary-Seeking Generative Adversarial Networks
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Unreasonable Effectiveness of Learning Neural Networks: From Accessible States and Robust Ensembles to Basic Algorithmic Schemes
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SparkNet: Training Deep Networks in Spark
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Chemception: A Deep Neural Network with Minimal Chemistry Knowledge Matches the Performance of Expert-developed QSAR/QSPR Models
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Latent Multi-task Architecture Learning
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Artificial Intelligence and Statistics
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Confidence Intervals for Policy Evaluation in Adaptive Experiments
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Supervised Learning with Quantum-Inspired Tensor Networks
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Nesterov's Accelerated Gradient and Momentum as approximations to Regularised Update Descent
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Adapting Auxiliary Losses Using Gradient Similarity
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How to Make Causal Inferences Using Texts
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Learning with Confident Examples: Rank Pruning for Robust Classification with Noisy Labels
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Deep Clustering and Conventional Networks for Music Separation: Stronger Together
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A Variational Analysis of Stochastic Gradient Algorithms
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Communication-Computation Efficient Gradient Coding
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Fast $ε$-free Inference of Simulation Models with Bayesian Conditional Density Estimation
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Adaptive Algorithms for Online Convex Optimization with Long-term Constraints
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Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates
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Efficient Distributed Learning with Sparsity
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Fused Gromov-Wasserstein distance for structured objects: theoretical foundations and mathematical properties
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Automated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine Learning
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Convergence Analysis for Rectangular Matrix Completion Using Burer-Monteiro Factorization and Gradient Descent
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