Greg Yang

Available identifiers

zbMath Open yang.gregMaRDI QIDQ2085387

List of research outcomes

Publication	Date of Publication	Type
Tensor Programs VI: Feature Learning in Infinite-Depth Neural Networks	2023-10-03	Paper
Tensor Programs IVb: Adaptive Optimization in the Infinite-Width Limit	2023-08-03	Paper
A formal notion of genericity and term-by-term vanishing superpotentials at supersymmetric vacua from R-symmetric Wess-Zumino models	2022-10-14	Paper
A Homological Theory of Functions: Nonuniform Boolean Complexity Separation and VC Dimension Bound Via Algebraic Topology, and a Homological Farkas Lemma	2021-06-15	Paper
Tensor Programs IIb: Architectural Universality of Neural Tangent Kernel Training Dynamics	2021-05-08	Paper
Tensor Programs III: Neural Matrix Laws	2020-09-22	Paper
Free resolutions of function classes via order complexes	2020-09-01	Paper
Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes	2019-10-28	Paper
Scaling Limits of Wide Neural Networks with Weight Sharing: Gaussian Process Behavior, Gradient Independence, and Neural Tangent Kernel Derivation	2019-02-13	Paper
Computability of validity and satisfiability in probability logics over finite and countable models	2018-09-12	Paper
A Homological Theory of Functions	2017-01-09	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

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