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Learning Theory

Learning theory

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Showing 826–850 of 852 papers

TitleStatusHype
Is Deeper Better only when Shallow is Good?Code0
Foreseeing the Benefits of Incidental SupervisionCode0
Self-Supervised Evolution Operator Learning for High-Dimensional Dynamical SystemsCode0
Towards a Learning Theory of Cause-Effect InferenceCode0
Restarted Bayesian Online Change-point Detector achieves Optimal Detection DelayCode0
Learning ReLU networks to high uniform accuracy is intractableCode0
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rulesCode0
Kernel Smoothing, Mean Shift, and Their Learning Theory with Directional DataCode0
Occam Gradient DescentCode0
Improving Few-Shot Learning through Multi-task Representation Learning TheoryCode0
Two Sides of Meta-Learning Evaluation: In vs. Out of DistributionCode0
Rethink the Connections among Generalization, Memorization and the Spectral Bias of DNNsCode0
Latent Equilibrium: A unified learning theory for arbitrarily fast computation with arbitrarily slow neuronsCode0
Leveraging PAC-Bayes Theory and Gibbs Distributions for Generalization Bounds with Complexity MeasuresCode0
Wikipedia graph mining: dynamic structure of collective memoryCode0
Learnable Extended Activation Function (LEAF) for Deep Neural NetworksCode0
A Tour of Reinforcement Learning: The View from Continuous ControlCode0
On Anytime Learning at MacroscaleCode0
Generalization Bounds with Data-dependent Fractal DimensionsCode0
Learning an Explicit Hyperparameter Prediction Function Conditioned on TasksCode0
Learning a Variational Network for Reconstruction of Accelerated MRI DataCode0
A Neural Model for Regular Grammar InductionCode0
Causal RegularizationCode0
Generalization in Machine Learning via Analytical Learning TheoryCode0
Learning CHARME models with neural networksCode0
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