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Learning Theory

Learning theory

Papers

Showing 351375 of 852 papers

TitleStatusHype
On establishing learning separations between classical and quantum machine learning with classical data0
DeepHider: A Covert NLP Watermarking Framework Based on Multi-task Learning0
Proof-of-Learning is Currently More Broken Than You ThinkCode0
What can we Learn by Predicting Accuracy?0
V-Coder: Adaptive AutoEncoder for Semantic Disclosure in Knowledge Graphs0
Masked Spatial-Spectral Autoencoders Are Excellent Hyperspectral Defenders0
Modeling Non-Cooperative Dialogue: Theoretical and Empirical InsightsCode0
Benign, Tempered, or Catastrophic: A Taxonomy of Overfitting0
Binary Iterative Hard Thresholding Converges with Optimal Number of Measurements for 1-Bit Compressed Sensing0
q-Learning in Continuous Time0
Multimodal large language models for inclusive collaboration learning tasks0
Understanding Benign Overfitting in Gradient-Based Meta Learning0
Gray Learning from Non-IID Data with Out-of-distribution SamplesCode0
Adversarial Robustness is at Odds with Lazy Training0
Theory of Machine Learning with Limited Data0
Scientific Inference With Interpretable Machine Learning: Analyzing Models to Learn About Real-World Phenomena0
Adaptive Frequency Band Selection for Accurate and Fast Positioning utilizing SOPs0
Learning in Observable POMDPs, without Computationally Intractable Oracles0
Bandit Theory and Thompson Sampling-Guided Directed Evolution for Sequence Optimization0
Straggler-Resilient Personalized Federated LearningCode0
Uncertainty Estimation in Machine Learning0
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rulesCode0
Generalization Bounds for Gradient Methods via Discrete and Continuous Prior0
An Analytic Framework for Robust Training of Artificial Neural NetworksCode0
Learning ReLU networks to high uniform accuracy is intractableCode0
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