Quantum gradient descent and Newton’s method for constrained polynomial optimization by Rebentrost, Frank Patrick, Lloyd, Seth

“…Optimization problems in disciplines such as machine learning are commonly solved with iterative methods. Gradient descent algorithms find local minima by moving along the direction of steepest descent while Newton's method takes into account curvature information and thereby often improves convergence. …”
Get full text

Inductive logic programming with gradient descent for supervised binary classification by Wu, Nicholas(Nicholas T.)

Get full text

The limit points of (optimistic) gradient descent in min-max optimization by Daskalakis, C, Panageas, I

“…We characterize the limit points of two basic first order methods, namely Gradient Descent/Ascent (GDA) and Optimistic Gradient Descent Ascent (OGDA). …”
Get full text

Trajectory Specification to Support High-Throughput Continuous Descent Approaches by Fasoro, Titilayo

“…Continuous descent approaches (CDAs) have demonstrated the ability to reduce aircraft fuel burn and noise, while trajectory-based operations (TBO) have been shown to improve the predictability and throughput of aircraft flows. …”
Get full text

Trajectory Specification to Support High- Throughput Continuous Descent Approaches by Balakrishnan, Hamsa

Get full text

For HyperBFs AGOP is a greedy approximation to gradient descent by Gan, Yulu, Poggio, Tomaso

“…We show formally that AGOP is a greedy approximation of gradient descent.…”
Get full text

Generalized Descent Methods for Asymmetric Systems of Equations and Variational Inequalities by Hammond, Janice H., Magnanti, Thomas L.

“…We consider generalizations of the steepest descent algorithm for solving asymmetric systems of equations. …”
Get full text

Stochastic gradient descent based fuzzy clustering for large data by Chen, Lihui, Wang, Yangtao, Mei, Jian-Ping

“…We derive an adaptive learning rate which can be updated incrementally and maintained automatically in gradient descent approach employed in SGFC. Moreover, SGFC is extended to a mini-batch SGFC to reduce the stochastic noise. …”
Get full text
Get full text

On the last fall degree of zero-dimensional Weil descent systems by Huang, Ming-Deh A., Kosters, Michiel, Yang, Yun, Yeo, Sze Ling

“…This shows that such Weil descent systems can be solved efficiently if n grows and the other parameters are fixed. …”
Get full text

"High-risk" clinical and inflammatory clusters in COPD of Chinese descent by Tiew, Pei Yee, Ko, Fanny Wai San, Narayana, Jayanth Kumar, Poh, Mau Ern, Xu, Huiying, Neo, Han Yee, Loh, Li-Cher, Ong, Choo Khoon, Mac Aogáin, Micheál, Tan, Jessica Han Ying, Kamaruddin, Nabilah Husna, Sim, Gerald Jiong Hui, Lapperre, Therese S., Koh, Mariko Siyue, Hui, David Shu Cheong, Abisheganaden, John Arputhan, Tee, Augustine, Tsaneva-Atanasova, Krasimira, Chotirmall, Sanjay Haresh

Get full text

Continuous descent operations in high throughput and constant wind environment by Low, Yong Lin

“…The descent profile was divided into 6 segments each with 2 possible descent modes, namely the Constant Flight Path Angle and Constant Rate of Descent modes, yielding 64 combinations. …”
Get full text

Low rank matrix completion by alternating steepest descent methods by Tanner, J, Wei, K

“…In this paper, we introduce an alternating steepest descent algorithm (ASD) and a scaled variant, ScaledASD, for the fixed-rank matrix completion problem. …”

Steepest Descent Algorithms for Optimization Under Unitary Matrix Constraint by Abrudan, T, Eriksson, J, Koivunen, V

“…This paper proposes a Riemannian geometry approach for optimization of a real-valued cost function J of complex-valued matrix argument W, under the constraint that W is an n times n unitary matrix. We derive steepest descent (SD) algorithms on the Lie group of unitary matrices U(n). …”

Vaginal thrush: perceptions and experiences of women of south Asian descent. by Chapple, A

“…This paper reports the perceptions and experiences of women of South Asian descent living in England, who were suffering or had suffered from thrush. …”

Graph-dependent implicit regularisation for distributed stochastic subgradient descent by Richards, D, Rebeschini. P

“…We propose graph-dependent implicit regularisation strategies for distributed stochastic subgradient descent (Distributed SGD) for convex problems in multi-agent learning. …”

Canonical heights on the Jacobians of curves of genus 2 and the infinite descent by Flynn, E, Smart, N

Canonical heights on the jacobians of curves of genus 2 and the infinite descent by Flynn, E, Smart, N

“…We use this height algorithm to give an algorithm to perform the infinite descent stage of computing the Mordell-Weil group. …”

A symmetry of the descent algebra of a finite Coxeter group by Blessenohl, D, Hohlweg, C, Schocker, M

“…<p>The descent algebra <em>D_W</em> of a finite Coxeter group <em>W</em>, discovered by Solomon in 1976, is a subalgebra of the group algebra of <em>W</em>. …”

Coordinate-Descent Adaptation over Hamiltonian Multi-Agent Networks by Azam Khalili, Vahid Vahidpour, Amir Rastegarnia, Ali Farzamnia, Teo, Kenneth Tze Kin, Saeid Sanei

“…We draw a comparison between the proposed coordinate-descent incremental LMS (CD-ILMS) algorithm and the ILMS algorithm in terms of convergence rate and computational complexity. …”
Get full text
Get full text

The spinsters’ descent into stereotype in selected Malaysian and Singaporean short stories by Mohd Nor, Nabilah

Get full text