Oliveira, Gonçalo

1. The Positivity of the Neural Tangent Kernel
   2024/04/19 by Luís Carvalho, Carvalho, Luís, João L. Costa +5 · 4 citations
   Neuroscience · #68R01 #68T07 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Probability (math.PR) #Spectral Theory (math.SP) #Visual perception and processing mechanisms
2. The asymptotic geometry of \rmG₂-monopoles
   2020/09/14 by Fadel, Daniel, Nagy, Ákos, Oliveira, Gonçalo · 1 citation
   #53C07 #58D27 #58E15 #70S15 #Analysis of PDEs (math.AP) #Differential Geometry (math.DG) #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph)
3. Wide neural networks: From non-gaussian random fields at initialization to the NTK geometry of training
   2023/04/06 by Carvalho, Luís, Costa, João Lopes, Mourão, José +1 · 1 citation
   #68T01 #68T07 #FOS: Computer and information sciences #FOS: Mathematics #G.3 #I.2.6 #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Probability (math.PR)