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Stochastic Methods

2788 directly classified papers

Papers per year

Papers

Efficient Algorithms And Representations For Chance-constrained Mixed Constraint Programming IJCAI 2017
I-dual: Solving Constrained SSPs via Heuristic Search in the Dual Space IJCAI 2017
Staying Ahead of the Game: Adaptive Robust Optimization for Dynamic Allocation of Threat Screening Resources IJCAI 2017
Bernoulli Rank-1 Bandits for Click Feedback IJCAI 2017
Job Selection in a Network of Autonomous UAVs for Delivery of Goods RSS 2017
A Fast Stochastic Contact Model for Planar Pushing and Grasping: Theory and Experimental Validation RSS 2017
Optimal Algorithms for Smooth and Strongly Convex Distributed Optimization in Networks ICML 2017
Poisson intensity estimation with reproducing kernels AISTATS 2017
Stochastic Constraint Programming IJCAI 2017
Learning Hedonic Games IJCAI 2017
Heuristic Online Goal Recognition in Continuous Domains IJCAI 2017
Improving Gibbs Sampler Scan Quality with DoGS ICML 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
Metaheuristic Approaches to Lexical Substitution and Simplification EACL 2017
The Mixing of Markov Chains on Linear Extensions in Practice IJCAI 2017
Crowd Learning: Improving Online Decision Making Using Crowdsourced Data IJCAI 2017
Nearly Instance Optimal Sample Complexity Bounds for Top-k Arm Selection AISTATS 2017
ASAGA: Asynchronous Parallel SAGA AISTATS 2017
Stochastic Modified Equations and Adaptive Stochastic Gradient Algorithms ICML 2017
Optimal Posted-Price Mechanism in Microtask Crowdsourcing IJCAI 2017
Zonotope Hit-and-run for Efficient Sampling from Projection DPPs ICML 2017
Maximum Selection and Ranking under Noisy Comparisons ICML 2017
Stochastic Mirror Descent in Variationally Coherent Optimization Problems NIPS 2017
High-Dimensional Variance-Reduced Stochastic Gradient Expectation-Maximization Algorithm ICML 2017