FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2587741277> ?p ?o ?g. }

• W2587741277 abstract "We study the efficacy of learning neural networks with neural networks by the (stochastic) gradient descent method. While gradient descent enjoys empirical success in a variety of applications, there is a lack of theoretical guarantees that explains the practical utility of deep learning. We focus on two-layer neural networks with a linear activation on the output node. We show that under some mild assumptions and certain classes of activation functions, gradient descent does learn the parameters of the neural network and converges to the global minima. Using a node-wise gradient descent algorithm, we show that learning can be done in finite, sometimes $poly(d,1/epsilon)$, time and sample complexity." @default.
• W2587741277 created "2017-02-17" @default.
• W2587741277 creator A5067464936 @default.
• W2587741277 creator A5085651536 @default.
• W2587741277 creator A5091794009 @default.
• W2587741277 date "2017-02-01" @default.
• W2587741277 modified "2023-10-01" @default.
• W2587741277 title "Electron-Proton Dynamics in Deep Learning." @default.
• W2587741277 cites W1839868949 @default.
• W2587741277 cites W1976697079 @default.
• W2587741277 cites W1987635176 @default.
• W2587741277 cites W2019120673 @default.
• W2587741277 cites W2037699108 @default.
• W2587741277 cites W2046949678 @default.
• W2587741277 cites W2101762657 @default.
• W2587741277 cites W2107122056 @default.
• W2587741277 cites W2113517874 @default.
• W2587741277 cites W2134618502 @default.
• W2587741277 cites W2146989110 @default.
• W2587741277 cites W2160354932 @default.
• W2587741277 cites W2173323516 @default.
• W2587741277 cites W2176412452 @default.
• W2587741277 cites W2221366174 @default.
• W2587741277 cites W2284896576 @default.
• W2587741277 cites W2336829316 @default.
• W2587741277 cites W2345487362 @default.
• W2587741277 cites W2396019715 @default.
• W2587741277 cites W2399994860 @default.
• W2587741277 cites W2474090883 @default.
• W2587741277 cites W2520177405 @default.
• W2587741277 cites W2558384550 @default.
• W2587741277 cites W2579923771 @default.
• W2587741277 cites W2592651140 @default.
• W2587741277 cites W2593709294 @default.
• W2587741277 cites W2618398196 @default.
• W2587741277 cites W2751811815 @default.
• W2587741277 cites W2766371994 @default.
• W2587741277 cites W2951207584 @default.
• W2587741277 cites W2951635495 @default.
• W2587741277 cites W2952318479 @default.
• W2587741277 cites W2962939986 @default.
• W2587741277 cites W2963446085 @default.
• W2587741277 cites W2964106499 @default.
• W2587741277 cites W3118861594 @default.
• W2587741277 hasPublicationYear "2017" @default.
• W2587741277 type Work @default.
• W2587741277 sameAs 2587741277 @default.
• W2587741277 citedByCount "22" @default.
• W2587741277 countsByYear W25877412772017 @default.
• W2587741277 countsByYear W25877412772018 @default.
• W2587741277 countsByYear W25877412772019 @default.
• W2587741277 countsByYear W25877412772020 @default.
• W2587741277 countsByYear W25877412772021 @default.
• W2587741277 crossrefType "posted-content" @default.
• W2587741277 hasAuthorship W2587741277A5067464936 @default.
• W2587741277 hasAuthorship W2587741277A5085651536 @default.
• W2587741277 hasAuthorship W2587741277A5091794009 @default.
• W2587741277 hasConcept C108583219 @default.
• W2587741277 hasConcept C121332964 @default.
• W2587741277 hasConcept C134306372 @default.
• W2587741277 hasConcept C153258448 @default.
• W2587741277 hasConcept C153294291 @default.
• W2587741277 hasConcept C154945302 @default.
• W2587741277 hasConcept C186633575 @default.
• W2587741277 hasConcept C206688291 @default.
• W2587741277 hasConcept C2776637919 @default.
• W2587741277 hasConcept C33923547 @default.
• W2587741277 hasConcept C41008148 @default.
• W2587741277 hasConcept C50644808 @default.
• W2587741277 hasConcept C62520636 @default.
• W2587741277 hasConcept C62611344 @default.
• W2587741277 hasConceptScore W2587741277C108583219 @default.
• W2587741277 hasConceptScore W2587741277C121332964 @default.
• W2587741277 hasConceptScore W2587741277C134306372 @default.
• W2587741277 hasConceptScore W2587741277C153258448 @default.
• W2587741277 hasConceptScore W2587741277C153294291 @default.
• W2587741277 hasConceptScore W2587741277C154945302 @default.
• W2587741277 hasConceptScore W2587741277C186633575 @default.
• W2587741277 hasConceptScore W2587741277C206688291 @default.
• W2587741277 hasConceptScore W2587741277C2776637919 @default.
• W2587741277 hasConceptScore W2587741277C33923547 @default.
• W2587741277 hasConceptScore W2587741277C41008148 @default.
• W2587741277 hasConceptScore W2587741277C50644808 @default.
• W2587741277 hasConceptScore W2587741277C62520636 @default.
• W2587741277 hasConceptScore W2587741277C62611344 @default.
• W2587741277 hasLocation W25877412771 @default.
• W2587741277 hasOpenAccess W2587741277 @default.
• W2587741277 hasPrimaryLocation W25877412771 @default.
• W2587741277 hasRelatedWork W1839868949 @default.
• W2587741277 hasRelatedWork W1899249567 @default.
• W2587741277 hasRelatedWork W2194775991 @default.
• W2587741277 hasRelatedWork W2399994860 @default.
• W2587741277 hasRelatedWork W2558384550 @default.
• W2587741277 hasRelatedWork W2591714514 @default.
• W2587741277 hasRelatedWork W2593709294 @default.
• W2587741277 hasRelatedWork W2625063094 @default.
• W2587741277 hasRelatedWork W2763374915 @default.
• W2587741277 hasRelatedWork W2809090039 @default.
• W2587741277 hasRelatedWork W2950220847 @default.
• W2587741277 hasRelatedWork W2952817981 @default.

• next