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Stochastic Methods

2788 directly classified papers

Papers per year

Papers

Leveraging Well-Conditioned Bases: Streaming and Distributed Summaries in Minkowski $p$-Norms ICML 2018
A General Approach to Running Time Analysis of Multi-objective Evolutionary Algorithms IJCAI 2018
A Local Algorithm for Product Return Prediction in E-Commerce IJCAI 2018
Data-Driven Inventory Management and Dynamic Pricing Competition on Online Marketplaces IJCAI 2018
Double Auctions in Markets for Multiple Kinds of Goods IJCAI 2018
Approximation Guarantees of Stochastic Greedy Algorithms for Subset Selection IJCAI 2018
High-dimensional Similarity Learning via Dual-sparse Random Projection IJCAI 2018
Efficient Attributed Network Embedding via Recursive Randomized Hashing IJCAI 2018
Planning and Learning with Stochastic Action Sets IJCAI 2018
Expectation Optimization with Probabilistic Guarantees in POMDPs with Discounted-Sum Objectives IJCAI 2018
Dynamic Resource Routing using Real-Time Dynamic Programming IJCAI 2018
Efficient Language Model Adaptation with Noise Contrastive Estimation and Kullback-Leibler Regularization INTERSPEECH 2018
Speaker Recognition with Nonlinear Distortion: Clipping Analysis and Impact INTERSPEECH 2018
Multi-talker Speech Separation Based on Permutation Invariant Training and Beamforming INTERSPEECH 2018
Speaker Activity Detection and Minimum Variance Beamforming for Source Separation INTERSPEECH 2018
Efficient Symbolic Integration for Probabilistic Inference IJCAI 2018
Efficient Localized Inference for Large Graphical Models IJCAI 2018
Complexity of Scheduling Charging in the Smart Grid IJCAI 2018
Biased Random Walk based Social Regularization for Word Embeddings IJCAI 2018
A Fast and Accurate Method for Estimating People Flow from Spatiotemporal Population Data IJCAI 2018
On the Convergence Properties of a K-step Averaging Stochastic Gradient Descent Algorithm for Nonconvex Optimization IJCAI 2018
A Generic Approach for Accelerating Stochastic Zeroth-Order Convex Optimization IJCAI 2018
Online Continuous-Time Tensor Factorization Based on Pairwise Interactive Point Processes IJCAI 2018
Efficient Adaptive Online Learning via Frequent Directions IJCAI 2018
UCBoost: A Boosting Approach to Tame Complexity and Optimality for Stochastic Bandits IJCAI 2018