Matches in SemOpenAlex for { <https://semopenalex.org/work/W4290056467> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W4290056467 abstract "We provide a convergence analysis of gradient descent for the problem of agnostically learning a single ReLU function under Gaussian distributions. Unlike prior work that studies the setting of zero bias, we consider the more challenging scenario when the bias of the ReLU function is non-zero. Our main result establishes that starting from random initialization, in a polynomial number of iterations gradient descent outputs, with high probability, a ReLU function that achieves a competitive error guarantee when compared to the error of the best ReLU function. We also provide finite sample guarantees, and these techniques generalize to a broader class of marginal distributions beyond Gaussians." @default.
- W4290056467 created "2022-08-06" @default.
- W4290056467 creator A5051827424 @default.
- W4290056467 creator A5056617357 @default.
- W4290056467 creator A5081431077 @default.
- W4290056467 date "2022-08-04" @default.
- W4290056467 modified "2023-09-26" @default.
- W4290056467 title "Agnostic Learning of General ReLU Activation Using Gradient Descent" @default.
- W4290056467 doi "https://doi.org/10.48550/arxiv.2208.02711" @default.
- W4290056467 hasPublicationYear "2022" @default.
- W4290056467 type Work @default.
- W4290056467 citedByCount "0" @default.
- W4290056467 crossrefType "posted-content" @default.
- W4290056467 hasAuthorship W4290056467A5051827424 @default.
- W4290056467 hasAuthorship W4290056467A5056617357 @default.
- W4290056467 hasAuthorship W4290056467A5081431077 @default.
- W4290056467 hasBestOaLocation W42900564671 @default.
- W4290056467 hasConcept C11413529 @default.
- W4290056467 hasConcept C114466953 @default.
- W4290056467 hasConcept C121332964 @default.
- W4290056467 hasConcept C126255220 @default.
- W4290056467 hasConcept C138885662 @default.
- W4290056467 hasConcept C14036430 @default.
- W4290056467 hasConcept C153258448 @default.
- W4290056467 hasConcept C154945302 @default.
- W4290056467 hasConcept C162324750 @default.
- W4290056467 hasConcept C163716315 @default.
- W4290056467 hasConcept C199360897 @default.
- W4290056467 hasConcept C2777303404 @default.
- W4290056467 hasConcept C2780813799 @default.
- W4290056467 hasConcept C28826006 @default.
- W4290056467 hasConcept C33923547 @default.
- W4290056467 hasConcept C41008148 @default.
- W4290056467 hasConcept C41895202 @default.
- W4290056467 hasConcept C50522688 @default.
- W4290056467 hasConcept C50644808 @default.
- W4290056467 hasConcept C62520636 @default.
- W4290056467 hasConcept C78458016 @default.
- W4290056467 hasConcept C86803240 @default.
- W4290056467 hasConceptScore W4290056467C11413529 @default.
- W4290056467 hasConceptScore W4290056467C114466953 @default.
- W4290056467 hasConceptScore W4290056467C121332964 @default.
- W4290056467 hasConceptScore W4290056467C126255220 @default.
- W4290056467 hasConceptScore W4290056467C138885662 @default.
- W4290056467 hasConceptScore W4290056467C14036430 @default.
- W4290056467 hasConceptScore W4290056467C153258448 @default.
- W4290056467 hasConceptScore W4290056467C154945302 @default.
- W4290056467 hasConceptScore W4290056467C162324750 @default.
- W4290056467 hasConceptScore W4290056467C163716315 @default.
- W4290056467 hasConceptScore W4290056467C199360897 @default.
- W4290056467 hasConceptScore W4290056467C2777303404 @default.
- W4290056467 hasConceptScore W4290056467C2780813799 @default.
- W4290056467 hasConceptScore W4290056467C28826006 @default.
- W4290056467 hasConceptScore W4290056467C33923547 @default.
- W4290056467 hasConceptScore W4290056467C41008148 @default.
- W4290056467 hasConceptScore W4290056467C41895202 @default.
- W4290056467 hasConceptScore W4290056467C50522688 @default.
- W4290056467 hasConceptScore W4290056467C50644808 @default.
- W4290056467 hasConceptScore W4290056467C62520636 @default.
- W4290056467 hasConceptScore W4290056467C78458016 @default.
- W4290056467 hasConceptScore W4290056467C86803240 @default.
- W4290056467 hasLocation W42900564671 @default.
- W4290056467 hasOpenAccess W4290056467 @default.
- W4290056467 hasPrimaryLocation W42900564671 @default.
- W4290056467 hasRelatedWork W1914642719 @default.
- W4290056467 hasRelatedWork W2023385580 @default.
- W4290056467 hasRelatedWork W2031031889 @default.
- W4290056467 hasRelatedWork W2156392727 @default.
- W4290056467 hasRelatedWork W2372067706 @default.
- W4290056467 hasRelatedWork W2509177671 @default.
- W4290056467 hasRelatedWork W3128012611 @default.
- W4290056467 hasRelatedWork W3174330102 @default.
- W4290056467 hasRelatedWork W4221140299 @default.
- W4290056467 hasRelatedWork W4224325103 @default.
- W4290056467 isParatext "false" @default.
- W4290056467 isRetracted "false" @default.
- W4290056467 workType "article" @default.