Noise considerations in circuit optimization
Proceedings of the 1998 IEEE/ACM international conference on Computer-aided design
A Branch-and-Bound Approach for Solving a Class of Generalized Semi-infinite Programming Problems
Journal of Global Optimization
One-Parameter Families of Feasible Sets in Semi-infinite Optimization
Journal of Global Optimization
A Cutting Plane Approach to Solving Quadratic Infinite Programs on Measure Spaces
Journal of Global Optimization
An Adaptive Dual Parametrization Algorithm for Quadratic Semi-infinite Programming Problems
Journal of Global Optimization
Sparse Regression Ensembles in Infinite and Finite Hypothesis Spaces
Machine Learning
Stability in the Discretization of a Parametric Semi-Infinite Convex Inequality System
Mathematics of Operations Research
Maximizing the Margin with Boosting
COLT '02 Proceedings of the 15th Annual Conference on Computational Learning Theory
An introduction to boosting and leveraging
Advanced lectures on machine learning
A New Quadratic Semi-infinite Programming Algorithm Based on Dual Parametrization
Journal of Global Optimization
Fuzzy Optimization and Decision Making
An Approximation Approach to Non-strictly Convex Quadratic Semi-infinite Programming
Journal of Global Optimization
Duality theorems and algorithms for linear programming in measure spaces
Journal of Global Optimization
A Smoothing Newton Method for Semi-Infinite Programming
Journal of Global Optimization
Interval methods for semi-infinite programs
Computational Optimization and Applications
Comparison of extrasystolic ECG signal classifiers using discrete wavelet transforms
Pattern Recognition Letters
Efficient Margin Maximizing with Boosting
The Journal of Machine Learning Research
Worst-case estimation for econometric models with unobservable components
Computational Statistics & Data Analysis
Lagrange Multipliers in Nonsmooth Semi-Infinite Optimization Problems
Mathematics of Operations Research
The Interplay of Optimization and Machine Learning Research
The Journal of Machine Learning Research
Large Scale Multiple Kernel Learning
The Journal of Machine Learning Research
Multiclass multiple kernel learning
Proceedings of the 24th international conference on Machine learning
An approach for solving fuzzy implicit variational inequalities with linear membership functions
Computers & Mathematics with Applications
Algorithms for infinite quadratic programming in Lp spaces
Journal of Computational and Applied Mathematics
Solving semi-infinite programming problems by using an interface between MATLAB and SIPAMPL
SMO'06 Proceedings of the 6th WSEAS International Conference on Simulation, Modelling and Optimization
The semismooth approach for semi-infinite programming under the Reduction Ansatz
Journal of Global Optimization
Generalized semi-infinite programming: A tutorial
Journal of Computational and Applied Mathematics
Journal of Computational and Applied Mathematics
A theory of learning with similarity functions
Machine Learning
Training SVM with indefinite kernels
Proceedings of the 25th international conference on Machine learning
Multi-class Discriminant Kernel Learning via Convex Programming
The Journal of Machine Learning Research
Smoothing by mollifiers. Part I: semi-infinite optimization
Journal of Global Optimization
Learning subspace kernels for classification
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
An Automated Combination of Kernels for Predicting Protein Subcellular Localization
WABI '08 Proceedings of the 8th international workshop on Algorithms in Bioinformatics
An interior point algorithm for continuous minimax: implementation and computation
Optimization Methods & Software
Generalized Semi-Infinite Programming: on generic local minimizers
Journal of Global Optimization
A smoothing projected Newton-type algorithm for semi-infinite programming
Computational Optimization and Applications
On optimization, dynamics and uncertainty: A tutorial for gene-environment networks
Discrete Applied Mathematics
Cutting-set methods for robust convex optimization with pessimizing oracles
Optimization Methods & Software
Journal of Global Optimization
Sensor selection via convex optimization
IEEE Transactions on Signal Processing
Discretization method for semi-definite programming
Computers & Mathematics with Applications
Safe motion planning computation for databasing balanced movement of humanoid robots
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Planning and fast re-planning of safe motions for humanoid robots: application to a kicking motion
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Computational Optimization and Applications
How good is a kernel when used as a similarity measure?
COLT'07 Proceedings of the 20th annual conference on Learning theory
A new smoothing Newton-type algorithm for semi-infinite programming
Journal of Global Optimization
Robust traffic engineering using multi-topology routing
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
A dual parametrization approach to Nyquist filter design
Signal Processing
Learning Translation Invariant Kernels for Classification
The Journal of Machine Learning Research
On numerical optimization theory of infinite kernel learning
Journal of Global Optimization
IEEE Transactions on Signal Processing
SIAM Journal on Optimization
Optimal trajectory approximation by cubic splines on fed-batch control problems
ICOSSE'06 Proceedings of the 5th WSEAS international conference on System science and simulation in engineering
Particle swarm and simulated annealing for multi-global optimization
EC'05 Proceedings of the 6th WSEAS international conference on Evolutionary computing
Convexity conditions of Kantorovich function and related semi-infinite linear matrix inequalities
Journal of Computational and Applied Mathematics
Branch-and-bound reduction type method for semi-infinite programming
ICCSA'11 Proceedings of the 2011 international conference on Computational science and its applications - Volume Part III
Variational Analysis in Semi-Infinite and Infinite Programming, II: Necessary Optimality Conditions
SIAM Journal on Optimization
A New Exchange Method for Convex Semi-Infinite Programming
SIAM Journal on Optimization
Solving semi-infinite linear programs using boosting-like methods
ALT'06 Proceedings of the 17th international conference on Algorithmic Learning Theory
A chemical engineering challenge problem that can benefit from interval methods
PARA'04 Proceedings of the 7th international conference on Applied Parallel Computing: state of the Art in Scientific Computing
Learning interpretable SVMs for biological sequence classification
RECOMB'05 Proceedings of the 9th Annual international conference on Research in Computational Molecular Biology
Multivariate convex support vector regression with semidefinite programming
Knowledge-Based Systems
Non-sparse multiple kernel fisher discriminant analysis
The Journal of Machine Learning Research
Multiple kernel learning with gaussianity measures
Neural Computation
Mathematical and Computer Modelling: An International Journal
New descent rules for solving the linear semi-infinite programming problem
Operations Research Letters
Nonsmooth semi-infinite programming problem using Limiting subdifferentials
Journal of Global Optimization
SIAM Journal on Optimization
Improving malware classification: bridging the static/dynamic gap
Proceedings of the 5th ACM workshop on Security and artificial intelligence
Computational Optimization and Applications
Learning the coordinate gradients
Advances in Computational Mathematics
On saddle points in nonconvex semi-infinite programming
Journal of Global Optimization
Robust optimization of the Choquet integral
Fuzzy Sets and Systems
A lifting method for generalized semi-infinite programs based on lower level Wolfe duality
Computational Optimization and Applications
Generation of whole-body optimal dynamic multi-contact motions
International Journal of Robotics Research
E2LSH based multiple kernel approach for object detection
Neurocomputing
A new exact penalty method for semi-infinite programming problems
Journal of Computational and Applied Mathematics
Modeling financial dependence with support vector regression
Intelligent Data Analysis
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