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Learning Theory

Learning theory

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Showing 751–775 of 852 papers

TitleStatusHype
On Reject and Refine Options in Multicategory Classification—0
Resolving the paradox of evolvability with learning theory: How evolution learns to improve evolvability on rugged fitness landscapes—0
Without-Replacement Sampling for Stochastic Gradient Methods—0
Using Empirical Covariance Matrix in Enhancing Prediction Accuracy of Linear Models with Missing Information—0
Error analysis of regularized least-square regression with Fredholm kernel—0
Learning-Theoretic Foundations of Algorithm Configuration for Combinatorial Partitioning Problems—0
Statistical Learning Theory Approach for Data Classification with l-diversity—0
Phase Retrieval Meets Statistical Learning Theory: A Flexible Convex Relaxation—0
On statistical learning via the lens of compression—0
An efficient high-probability algorithm for Linear Bandits—0
New Steps on the Exact Learning of CNF—0
Stealing Machine Learning Models via Prediction APIsCode0
Machine Learning with Guarantees using Descriptive Complexity and SMT Solvers—0
Testing k-Monotonicity—0
Efficient Training for Positive Unlabeled LearningCode0
Uniform Generalization, Concentration, and Adaptive Learning—0
A General Characterization of the Statistical Query Complexity—0
Distribution-dependent concentration inequalities for tighter generalization bounds—0
Optimal Quantum Sample Complexity of Learning Algorithms—0
Sample Complexity of Automated Mechanism Design—0
Learning Moore Machines from Input-Output TracesCode0
Inductive supervised quantum learning—0
Leveraging Over Priors for Boosting Control of Prosthetic Hands—0
Deep Learning without Poor Local MinimaCode0
On the Sampling Strategy for Evaluation of Spectral-spatial Methods in Hyperspectral Image Classification—0
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