SatSOM: Saturation Self-Organizing Maps for Continual Learning

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skglm: Improving scikit-learn for Regularized Generalized Linear Models

Subjects: “…Artificial Intelligence & Machine Learning…”
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Outlier Detection in CPI Data Using Machine Learning Algorithms

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Characterizing Dynamical Stability of Stochastic Gradient Descent in Overparameterized Learning

Subjects: “…Artificial Intelligence & Machine Learning…”
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Actor-Critic learning for mean-field control in continuous time

Subjects: “…Artificial Intelligence & Machine Learning…”
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Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF

Subjects: “…Artificial Intelligence & Machine Learning…”
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Score-based Causal Representation Learning: Linear and General Transformations

Subjects: “…Artificial Intelligence & Machine Learning…”
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GraphNeuralNetworks.jl: Deep Learning on Graphs with Julia

Subjects: “…Artificial Intelligence & Machine Learning…”
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Learning causal graphs via nonlinear sufficient dimension reduction

Subjects: “…Artificial Intelligence & Machine Learning…”
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Classification of cherry maturity stages using machine learning methods

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The Blessing of Heterogeneity in Federated Q-Learning: Linear Speedup and Beyond

Subjects: “…Artificial Intelligence & Machine Learning…”
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The ODE Method for Stochastic Approximation and Reinforcement Learning with Markovian Noise

Subjects: “…Artificial Intelligence & Machine Learning…”
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Fundamental Limits of Membership Inference Attacks on Machine Learning Models

Subjects: “…Artificial Intelligence & Machine Learning…”
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Generation of Geodesics with Actor-Critic Reinforcement Learning to Predict Midpoints

Subjects: “…Artificial Intelligence & Machine Learning…”
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Learning from Similar Linear Representations: Adaptivity, Minimaxity, and Robustness

Subjects: “…Artificial Intelligence & Machine Learning…”
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A Machine Learning Parameterization for the Internal Gravity Wave Spectrum

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skglm: Improving scikit-learn for Regularized Generalized Linear Models

Subjects: “…Artificial Intelligence & Machine Learning…”
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Characterizing Dynamical Stability of Stochastic Gradient Descent in Overparameterized Learning

Subjects: “…Artificial Intelligence & Machine Learning…”
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Actor-Critic learning for mean-field control in continuous time

Subjects: “…Artificial Intelligence & Machine Learning…”
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Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF

Subjects: “…Artificial Intelligence & Machine Learning…”
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