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Stochastic Methods

2,788 papers

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Papers

Lifted Message Passing for Hybrid Probabilistic Inference IJCAI 2019
Bayesian Parameter Estimation for Nonlinear Dynamics Using Sensitivity Analysis IJCAI 2019
Thompson Sampling on Symmetric Alpha-Stable Bandits IJCAI 2019
Sharpness of the Satisfiability Threshold for Non-Uniform Random k-SAT IJCAI 2019
Not All FPRASs are Equal: Demystifying FPRASs for DNF-Counting (Extended Abstract) IJCAI 2019
Constraint Solving and Optimization Using Evolutionary Techniques IJCAI 2019
Learning to Bootstrap for Entity Set Expansion IJCNLP 2019
Modelling Stopping Criteria for Search Results using Poisson Processes IJCNLP 2019
Combining Global Sparse Gradients with Local Gradients in Distributed Neural Network Training IJCNLP 2019
Generating Modern Poetry Automatically in Finnish IJCNLP 2019
Speech Separation Using Independent Vector Analysis with an Amplitude Variable Gaussian Mixture Model INTERSPEECH 2019
Discovering Dialog Rules by Means of an Evolutionary Approach INTERSPEECH 2019
Acoustic Model Optimization Based on Evolutionary Stochastic Gradient Descent with Anchors for Automatic Speech Recognition INTERSPEECH 2019
Sampling from Stochastic Finite Automata with Applications to CTC Decoding INTERSPEECH 2019
Linear Discriminant Differential Evolution for Feature Selection in Emotional Speech Recognition INTERSPEECH 2019
Articulatory Copy Synthesis Based on a Genetic Algorithm INTERSPEECH 2019
Convergence Rate of a Simulated Annealing Algorithm with Noisy Observations JMLR 2019
Scalable Approximations for Generalized Linear Problems JMLR 2019
Dynamic Pricing in High-dimensions JMLR 2019
A Bootstrap Method for Error Estimation in Randomized Matrix Multiplication JMLR 2019
Utilizing Second Order Information in Minibatch Stochastic Variance Reduced Proximal Iterations JMLR 2019
DSCOVR: Randomized Primal-Dual Block Coordinate Algorithms for Asynchronous Distributed Optimization JMLR 2019
Thompson Sampling Guided Stochastic Searching on the Line for Deceptive Environments with Applications to Root-Finding Problems JMLR 2019
Near Optimal Frequent Directions for Sketching Dense and Sparse Matrices JMLR 2019
Analysis of Langevin Monte Carlo via Convex Optimization JMLR 2019