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1201
Energy efficient resource allocation for re-configurable intelligent surface-assisted wireless networks
Published 2023-09-01“…In each AO iteration, the RIS phase optimization is achieved using the gradient descent method, which unfortunately does not guarantee convergence. …”
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1202
What Is Speciation?
Published 2016-03-01“…Comparative genomics showing the extent of HGT in natural populations certainly jeopardizes the relevance of vertical descent (i.e., the species tree) in speciation. Nevertheless, we conclude that species do indeed exist as clusters of genetic and ecological similarity and that speciation is driven primarily by natural selection, regardless of the balance between horizontal and vertical descent.…”
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1203
Asymptotic analysis of deep learning algorithms
Published 2023“…Finally, we prove that in the case of a smooth activation function, the scaling regime arises as a consequence of using gradient descent. In particular, we prove linear convergence of gradient descent to a global minimum for the training of deep residual networks. …”
Thesis -
1204
Efficient linear programming for dense CRFs
Published 2017“…To this end, we develop a proximal minimization framework, where the dual of each proximal problem is optimized via block coordinate descent. We show that each block of variables can be efficiently optimized. …”
Conference item -
1205
Deep reef ecosystems of the Western Indian Ocean: addressing the great unknown
Published 2020“…<p>Indian Ocean coral reef ecosystems are some of the least explored, least funded and least protected worldwide. "First Descent: Indian Ocean" represents a series of research expeditions undertaken by Nekton between 2018-2022 in partnership with Governments in the Indian Ocean region to contribute to establishing a baseline of marine life and catalyse 30% protection by 2030. …”
Journal article -
1206
Scaled three-term conjugate gradient method via Davidon-Fletcher-Powell update for unconstrained optimization
Published 2015“…The DFP method possess the merits of Newton’s method and steepest descent method while overcoming their disadvantages. …”
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Thesis -
1207
Internalization of Appearance Ideals and Not Religiosity Indirectly Impacts the Relationship Between Acculturation and Disordered Eating Risk in South and Southeast Asian Women Liv...
Published 2022-07-01“…ObjectiveStudies that examine disordered eating in samples of Asian individuals living in the United States frequently combine all individuals of Asian descent into a single group, which can obscure important differences between groups and their experiences of acculturation. …”
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1208
Accelerating AI-Based Battery Management System’s SOC and SOH on FPGA
Published 2023-01-01“…We utilized various gradient descent optimization algorithms with adaptive and constant learning rates with other default parameters. …”
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1209
Numerical solution of nonlinear algebraic systems in building energy modeling
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Thesis -
1210
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1211
Acceleration in first-order optimization methods: promenading beyond convexity or smoothness, and applications
Published 2021“…For example, Nesterov's Accelerated Gradient Descent improves over the gradient descent method for the optimization of smooth and convex functions. …”
Thesis -
1212
Inferring dated genealogies from modern and ancient genomes
Published 2021“…Genealogical Nearest Neighbours quantifies topological relationships in a tree sequence and is applied to population sequencing datasets. The related Genomic Descent statistic quantifies descent from ancient individuals. …”
Thesis -
1213
Sensitisation to Pollen Allergens in Children and Adolescents of Different Ancestry Born and Living in the Same Area
Published 2022-09-01“…The association with ancestry was verified by studying participants’ parents.Results: The study included 693 participants: 48% were aged 3– 9 years and 52%, 10– 19 years; 80% were of Spanish descent and 20% of Moroccan descent. Sensitisation to Olea europaea, Phleum pratense, Salsola kali and Cupressus arizonica were slightly higher in the Spanish group. …”
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1214
Behavior of Biomphalaria glabrata, the intermediate host snail of Schistosoma mansoni, at different depths in water in laboratory conditions Comportamento de Biomphalaria glabrata,...
Published 1987-06-01“…In the 1.10m column, we noted that locomotion can occur in two manners: 1) when the foot is in contact with the substrate: a) sliding descent; b) sliding ascent; c) creeping descent; d) creeping ascent, 2) when the foot is not in contact with the substrate: a) sudden descent without emission of air bules; b) sudden descent with emission of air bules; c) sudden ascent. …”
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1215
Biological Classifications /
Published 2012“…These groupings have since been revised to improve consistency with the Darwinian principle of common descent. Molecular phylogenetics, which uses DNA sequences as data, has driven many recent revisions and is likely to continue to do so. …”
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software, multimedia -
1216
Mechanical Circulatory and Respiratory Support /
Published 2018“…Content from over 60 internationally-renowned experts focusses on the entire life-cycle of mechanical circulatory and respiratory support – from the descent into heart and lung failure, alternative medical management, device options, device design, implantation techniques, complications and medical management of the supported patient, patient-device interactions, cost effectiveness, route to market and a view to the future.…”
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software, multimedia -
1217
Extracting hierarchical features of cultural variation using network-based clustering
Published 2022-01-01“…Because cultural variation in part reflects descent processes with a hierarchical structure – including the descent of populations and vertical transmission of cultural traits – methods designed for hierarchically structured data have potential to find applications in the analysis of cultural variation. …”
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1218
Neo4j graph dataset of cycling paths in Slovenia
Published 2023-06-01“…The dataset allows the researchers to develop and optimize cycling training generation algorithms, where distance, ascent, descent, and road type are considered.…”
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1219
Efficient Numerical Simulation of Biochemotaxis Phenomena in Fluid Environments
Published 2023-08-01“…Finally, through interesting experiments, we show the evolution of the cell plume shape during the descent process. The effect of changing specific parameters on the velocity and plume shape during the descent process is also studied.…”
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1220
A nonlinear conjugate gradient method with complexity guarantees and its application to nonconvex regression
Published 2022-01-01“…Our complexity results illustrate the possible discrepancy between nonlinear conjugate gradient methods and classical gradient descent. A numerical investigation on nonconvex robust regression problems as well as a standard benchmark illustrate that the restarting condition can track the behavior of a standard implementation.…”
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Article