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Stochastic Methods

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Papers

Adaptive Monte Carlo Multiple Testing via Multi-Armed Bandits ICML 2019
Stochastic Iterative Hard Thresholding for Graph-structured Sparsity Optimization ICML 2019
Dispatching Through Pricing: Modeling Ride-Sharing and Designing Dynamic Prices IJCAI 2019
Anytime Heuristic for Weighted Matching Through Altruism-Inspired Behavior IJCAI 2019
Equilibrium Characterization for Data Acquisition Games IJCAI 2019
Identifying vulnerabilities in trust and reputation systems IJCAI 2019
Diffusion and Auction on Graphs IJCAI 2019
Decentralized Optimization with Edge Sampling IJCAI 2019
How to Tame Your Anticipatory Algorithm IJCAI 2019
Stochastic Constraint Propagation for Mining Probabilistic Networks IJCAI 2019
Integrating Pseudo-Boolean Constraint Reasoning in Multi-Objective Evolutionary Algorithms IJCAI 2019
An Efficient Evolutionary Algorithm for Minimum Cost Submodular Cover IJCAI 2019
Iterative Budgeted Exponential Search IJCAI 2019
On Division Versus Saturation in Pseudo-Boolean Solving IJCAI 2019
Zeroth-Order Stochastic Alternating Direction Method of Multipliers for Nonconvex Nonsmooth Optimization IJCAI 2019
Nostalgic Adam: Weighting More of the Past Gradients When Designing the Adaptive Learning Rate IJCAI 2019
Accelerated Incremental Gradient Descent using Momentum Acceleration with Scaling Factor IJCAI 2019
Quadruply Stochastic Gradients for Large Scale Nonlinear Semi-Supervised AUC Optimization IJCAI 2019
Heavy-ball Algorithms Always Escape Saddle Points IJCAI 2019
Generalized Majorization-Minimization for Non-Convex Optimization IJCAI 2019
High Dimensional Bayesian Optimization via Supervised Dimension Reduction IJCAI 2019
Efficient Non-parametric Bayesian Hawkes Processes IJCAI 2019
Persistence Bag-of-Words for Topological Data Analysis IJCAI 2019
Combining ADMM and the Augmented Lagrangian Method for Efficiently Handling Many Constraints IJCAI 2019
Scheduling Jobs with Stochastic Processing Time on Parallel Identical Machines IJCAI 2019