Interpetable Target-Feature Aggregation for Multi-Task Learning based on Bias-Variance Analysisby Paolo Bonetti, Alberto Maria Metelli,…
Treeffuser: Probabilistic Predictions via Conditional Diffusions with Gradient-Boosted Treesby Nicolas Beltran-Velez, Alessandro Antonio Grande, Achille…
fKAN: Fractional Kolmogorov-Arnold Networks with trainable Jacobi basis functionsby Alireza Afzal AghaeiFirst submitted to arxiv…
Estimating the Hallucination Rate of Generative AIby Andrew Jesson, Nicolas Beltran-Velez, Quentin Chu, Sweta Karlekar,…
Beyond the Norms: Detecting Prediction Errors in Regression Modelsby Andres Altieri, Marco Romanelli, Georg Pichler,…
DecoR: Deconfounding Time Series with Robust Regressionby Felix Schur, Jonas PetersFirst submitted to arxiv on:…
Complexity-Aware Deep Symbolic Regression with Robust Risk-Seeking Policy Gradientsby Zachary Bastiani, Robert M. Kirby, Jacob…
Stable Minima Cannot Overfit in Univariate ReLU Networks: Generalization by Large Step Sizesby Dan Qiao,…
Expressive Symbolic Regression for Interpretable Models of Discrete-Time Dynamical Systemsby Adarsh Iyer, Nibodh Boddupalli, Jeff…
Is Value Functions Estimation with Classification Plug-and-play for Offline Reinforcement Learning?by Denis Tarasov, Kirill Brilliantov,…