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Complexity-calibrated Benchmarks for Machine Learning Reveal When Next-Generation Reservoir Computer Predictions Succeed and Mislead
Recurrent neural networks are used to forecast time series in finance, c...
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Optimized Bacteria are Environmental Prediction Engines
Experimentalists have observed phenotypic variability in isogenic bacter...
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Nearly Maximally Predictive Features and Their Dimensions
Scientific explanation often requires inferring maximally predictive fea...
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