Adam: A Method for Stochastic Optimization
2014· preprint· en· UvA-DARE (University of Amsterdam)· Computer Science
aff
84,783
citations
Works
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819 workspage 1 of 33
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition
2016· book-chapter· en· Lecture notes in computer science· Computer Science
affno abstract
832
citations
Gradient based iterative algorithms for solving a class of matrix equations
2005· article· en· IEEE Transactions on Automatic Control· Computer Science
aff
497
citations
A Descent Lemma Beyond Lipschitz Gradient Continuity: First-Order Methods Revisited and Applications
2016· article· en· Mathematics of Operations Research· Engineering
aff
342
citations
Performance analysis of multi-innovation gradient type identification methods
2006· article· en· Automatica· Engineering
afffundno abstract
337
citations
On the construction of blending elements for local partition of unity enriched finite elements
2003· article· en· International Journal for Numerical Methods in Engineering· Engineering
fundno aff
332
citations
Scalable Parallel Approach for High-Fidelity Steady-State Aeroelastic Analysis and Adjoint Derivative Computations
2014· article· en· AIAA Journal· Engineering
fundno aff
297
citations
Local Whittle estimation in nonstationary and unit root cases
2004· article· en· The Annals of Statistics· Economics, Econometrics and Finance
aff
241
citations
Partially Penalized Immersed Finite Element Methods For Elliptic Interface Problems
2015· article· en· SIAM Journal on Numerical Analysis· Engineering
aff
230
citations
On the complexity analysis of randomized block-coordinate descent methods
2014· article· en· Mathematical Programming· Computer Science
affno abstract
215
citations
Analysis of Iterative Waterfilling Algorithm for Multiuser Power Control in Digital Subscriber Lines
2006· article· en· EURASIP Journal on Advances in Signal Processing· Engineering
fundno aff
203
citations
Nonparametric estimation of distributions with categorical and continuous data
2003· article· en· Journal of Multivariate Analysis· Mathematics
fundno affno abstract
200
citations
ON SPECTRAL METHODS FOR VOLTERRA INTEGRAL EQUATIONS AND THE CONVERGENCE ANALYSIS
2008· article· en· Journal of Computational Mathematics· Mathematics
aff
192
citations
Estimation for a partial-linear single-index model
2009· article· en· The Annals of Statistics· Mathematics
aff
183
citations
Convergent Temporal-Difference Learning with Arbitrary Smooth Function Approximation
2009· article· en· Neural Information Processing Systems· Computer Science
aff
168
citations
Convergence of Petviashvili's Iteration Method for Numerical Approximation of Stationary Solutions of Nonlinear Wave Equations
2004· article· en· SIAM Journal on Numerical Analysis· Physics and Astronomy
fundno aff
168
citations
A certain family of summation-integral type operators
2003· article· en· Mathematical and Computer Modelling· Mathematics
affno abstract
158
citations
157
citations
Equilibrated adaptive learning rates for non-convex optimization
2015· article· en· arXiv (Cornell University)· Computer Science
aff
152
citations
Distributed Rate Allocation for Inelastic Flows
2007· article· en· IEEE/ACM Transactions on Networking· Computer Science
fundno aff
142
citations
I-LAMM for sparse learning: Simultaneous control of algorithmic complexity and statistical error
2018· article· en· The Annals of Statistics· Engineering
aff
131
citations
Exponential Stability of Impulsive High-Order Hopfield-Type Neural Networks With Time-Varying Delays
2005· article· en· IEEE Transactions on Neural Networks· Computer Science
aff
128
citations
Local Linear Convergence of the Alternating Direction Method of Multipliers for Quadratic Programs
2013· article· en· SIAM Journal on Numerical Analysis· Engineering
aff
119
citations
Convergence Study on the Symmetric Version of ADMM with Larger Step Sizes
2016· article· en· SIAM Journal on Imaging Sciences· Engineering
aff
119
citations
The rate of linear convergence of the Douglas–Rachford algorithm for subspaces is the cosine of the Friedrichs angle
2014· article· en· Journal of Approximation Theory· Computer Science
affno abstract
112
citations