Testing-optimal kernel choice in HAR inference
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Econometrics"
DOI: 10.1016/j.jeconom.2020.06.007
Abstract: Abstract The paper investigates the optimal kernel choice in heteroskedasticity and autocorrelation robust tests based on the fixed-b asymptotics. In parallel with the optimality of the quadratic spectral kernel under the asymptotic mean squared error… read more here.
Keywords: kernel; choice har; optimal kernel; kernel choice ... See more keywords
Optimal kernel estimates for elliptic operators with second order discontinuous coefficients
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Mathematical Analysis and Applications"
DOI: 10.1016/j.jmaa.2019.123763
Abstract: Abstract We consider the family of second order elliptic operators L = Δ + ( a − 1 ) ∑ i , j = 1 N x i x j | x | 2 D… read more here.
Keywords: estimates elliptic; kernel estimates; second order; optimal kernel ... See more keywords
SOKS: Automatic Searching of the Optimal Kernel Shapes for Stripe-Wise Network Pruning.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3162067
Abstract: In spite of the remarkable performance, deep convolutional neural networks (CNNs) are typically over-parameterized and computationally expensive. Network pruning has become a popular approach to reducing the storage and calculations of CNN models, which commonly… read more here.
Keywords: kernel shapes; network pruning; searching optimal; optimal kernel ... See more keywords