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Learning Theory

Learning theory

Papers

Showing 651660 of 852 papers

TitleStatusHype
Providing theoretical learning guarantees to Deep Learning Networks0
Putting Theory to Work: From Learning Bounds to Meta-Learning Algorithms0
q-Learning in Continuous Time0
Quadratic Suffices for Over-parametrization via Matrix Chernoff Bound0
Quantum advantage for learning shallow neural networks with natural data distributions0
Quantum Algorithms for the Pathwise Lasso0
Quantum Geometry insights in Deep Learning0
Quantum learning algorithms imply circuit lower bounds0
Quantum Learning Theory Beyond Batch Binary Classification0
Quantum Machine Learning For Classical Data0
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