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Most Tensor Problems Are NP-Hard

Journal of the ACM, 2013-11, Vol.60 (6), p.1-39

2013

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Linear-Time Approximation for Maximum Weight Matching

Journal of the ACM, 2014, Vol.61 (1), p.1-23

2014

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An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints

IEEE transactions on evolutionary computation, 2014-08, Vol.18 (4), p.577-601

2014

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Steiner Tree Approximation via Iterative Randomized Rounding

Journal of the ACM, 2013-02, Vol.60 (1), p.1-33

2013

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Adaptive Optimal Control of Unknown Constrained-Input Systems Using Policy Iteration and Neural Networks

IEEE transaction on neural networks and learning systems, 2013-10, Vol.24 (10), p.1513-1525

2013

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A Comprehensive Review of Stability Analysis of Continuous-Time Recurrent Neural Networks

IEEE transaction on neural networks and learning systems, 2014-07, Vol.25 (7), p.1229-1262

2014

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The Effectiveness of Lloyd-Type Methods for the k-Means Problem

Journal of the ACM, 2012-12, Vol.59 (6), p.1-22

2012

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Policy Iteration Adaptive Dynamic Programming Algorithm for Discrete-Time Nonlinear Systems

IEEE transaction on neural networks and learning systems, 2014-03, Vol.25 (3), p.621-634

2014

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A Survey of Actor-Critic Reinforcement Learning: Standard and Natural Policy Gradients

IEEE transactions on human-machine systems, 2012-11, Vol.42 (6), p.1291-1307

2012

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Merge-and-Shrink Abstraction: A Method for Generating Lower Bounds in Factored State Spaces

Journal of the ACM, 2014-05, Vol.61 (3), p.1-63

2014

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Testing Closeness of Discrete Distributions

Journal of the ACM, 2013-02, Vol.60 (1), p.1-25

2013

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Satisfiability Allows No Nontrivial Sparsification unless the Polynomial-Time Hierarchy Collapses

Journal of the ACM, 2014-07, Vol.61 (4), p.1-27

2014

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Local Binary Patterns and Its Application to Facial Image Analysis: A Survey

IEEE transactions on human-machine systems, 2011-11, Vol.41 (6), p.765-781

2011

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An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point Based Nondominated Sorting Approach, Part II: Handling Constraints and Extending to an Adaptive Approach

IEEE transactions on evolutionary computation, 2014-08, Vol.18 (4), p.602-622

2014

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Adaptive Neural Control for Output Feedback Nonlinear Systems Using a Barrier Lyapunov Function

IEEE transaction on neural networks and learning systems, 2010-08, Vol.21 (8), p.1339-1345

2010

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Cooperative Co-Evolution With Differential Grouping for Large Scale Optimization

IEEE transactions on evolutionary computation, 2014-06, Vol.18 (3), p.378-393

2014

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Nonuniform ACC Circuit Lower Bounds

Journal of the ACM, 2014, Vol.61 (1), p.1-32

WILLIAMS, Ryan

2014

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Observer-Based Adaptive Neural Network Control for Nonlinear Stochastic Systems With Time Delay

IEEE transaction on neural networks and learning systems, 2013-01, Vol.24 (1), p.71-80

2013

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Robust Adaptive Neural Network Control for a Class of Uncertain MIMO Nonlinear Systems With Input Nonlinearities

IEEE transaction on neural networks and learning systems, 2010-05, Vol.21 (5), p.796-812

2010

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Robust Exponential Stability of Uncertain Delayed Neural Networks With Stochastic Perturbation and Impulse Effects

IEEE transaction on neural networks and learning systems, 2012-06, Vol.23 (6), p.866-875

2012

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Decomposition of a Multiobjective Optimization Problem Into a Number of Simple Multiobjective Subproblems

IEEE transactions on evolutionary computation, 2014-06, Vol.18 (3), p.450-455

2014

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Expander Flows, Geometric Embeddings and Graph Partitioning

Journal of the ACM, 2009-04, Vol.56 (2), p.1-37

2009

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Global Stability of Complex-Valued Recurrent Neural Networks With Time-Delays

IEEE transaction on neural networks and learning systems, 2012-06, Vol.23 (6), p.853-865

2012

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Shift-Based Density Estimation for Pareto-Based Algorithms in Many-Objective Optimization

IEEE transactions on evolutionary computation, 2014-06, Vol.18 (3), p.348-365

2014

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Boundedness and Complete Stability of Complex-Valued Neural Networks With Time Delay

IEEE transaction on neural networks and learning systems, 2013-08, Vol.24 (8), p.1227-1238

2013

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Most Tensor Problems Are NP-Hard

Linear-Time Approximation for Maximum Weight Matching

An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints

Steiner Tree Approximation via Iterative Randomized Rounding

Adaptive Optimal Control of Unknown Constrained-Input Systems Using Policy Iteration and Neural Networks

A Comprehensive Review of Stability Analysis of Continuous-Time Recurrent Neural Networks

The Effectiveness of Lloyd-Type Methods for the k-Means Problem

Policy Iteration Adaptive Dynamic Programming Algorithm for Discrete-Time Nonlinear Systems

A Survey of Actor-Critic Reinforcement Learning: Standard and Natural Policy Gradients

Merge-and-Shrink Abstraction: A Method for Generating Lower Bounds in Factored State Spaces

Testing Closeness of Discrete Distributions

Satisfiability Allows No Nontrivial Sparsification unless the Polynomial-Time Hierarchy Collapses

Local Binary Patterns and Its Application to Facial Image Analysis: A Survey

An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point Based Nondominated Sorting Approach, Part II: Handling Constraints and Extending to an Adaptive Approach

Adaptive Neural Control for Output Feedback Nonlinear Systems Using a Barrier Lyapunov Function

Cooperative Co-Evolution With Differential Grouping for Large Scale Optimization

Nonuniform ACC Circuit Lower Bounds

Observer-Based Adaptive Neural Network Control for Nonlinear Stochastic Systems With Time Delay

Robust Adaptive Neural Network Control for a Class of Uncertain MIMO Nonlinear Systems With Input Nonlinearities

Robust Exponential Stability of Uncertain Delayed Neural Networks With Stochastic Perturbation and Impulse Effects

Decomposition of a Multiobjective Optimization Problem Into a Number of Simple Multiobjective Subproblems

Expander Flows, Geometric Embeddings and Graph Partitioning

Global Stability of Complex-Valued Recurrent Neural Networks With Time-Delays

Shift-Based Density Estimation for Pareto-Based Algorithms in Many-Objective Optimization

Boundedness and Complete Stability of Complex-Valued Neural Networks With Time Delay

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