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Stochastic Methods

2,788 papers

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Papers

Learning Hedonic Games IJCAI 2017
Staying Ahead of the Game: Adaptive Robust Optimization for Dynamic Allocation of Threat Screening Resources IJCAI 2017
Softpressure: A Schedule-Driven Backpressure Algorithm for Coping with Network Congestion IJCAI 2017
Robust Advertisement Allocation IJCAI 2017
Heuristic Online Goal Recognition in Continuous Domains IJCAI 2017
New Metrics and Algorithms for Stochastic Goal Recognition Design Problems IJCAI 2017
Order Statistics for Probabilistic Graphical Models IJCAI 2017
XOR-Sampling for Network Design with Correlated Stochastic Events IJCAI 2017
Robust Quadratic Programming for Price Optimization IJCAI 2017
I-dual: Solving Constrained SSPs via Heuristic Search in the Dual Space IJCAI 2017
Maximizing Awareness about HIV in Social Networks of Homeless Youth with Limited Information IJCAI 2017
Efficient Algorithms And Representations For Chance-constrained Mixed Constraint Programming IJCAI 2017
Stochastic Constraint Programming IJCAI 2017
Resilient Control and Safety for Multi-Agent Cyber-Physical Systems IJCAI 2017
Stepsize Control for Acoustic Feedback Cancellation Based on the Detection of Reverberant Signal Periods and the Estimated System Distance INTERSPEECH 2017
Automatic Time-Frequency Analysis of Echolocation Signals Using the Matched Gaussian Multitaper Spectrogram INTERSPEECH 2017
On Perturbed Proximal Gradient Algorithms JMLR 2017
On the Equivalence between Kernel Quadrature Rules and Random Feature Expansions JMLR 2017
COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Evolution JMLR 2017
On Markov chain Monte Carlo methods for tall data JMLR 2017
Soft Margin Support Vector Classification as Buffered Probability Minimization JMLR 2017
Recovering PCA and Sparse PCA via Hybrid-(l1,l2) Sparse Sampling of Data Elements JMLR 2017
Stochastic Primal-Dual Coordinate Method for Regularized Empirical Risk Minimization JMLR 2017
A survey of Algorithms and Analysis for Adaptive Online Learning JMLR 2017
Efficient Sampling from Time-Varying Log-Concave Distributions JMLR 2017