← Optimization & Theory
Machine Learning › Optimization & Theory ›

Stochastic Processes

2667 directly classified papers

Papers per year

Papers

Sequential Prediction of Social Media Popularity with Deep Temporal Context Networks IJCAI 2017
Generalized Pólya Urn for Time-Varying Pitman-Yor Processes JMLR 2017
Probability Bounds for Overlapping Coalition Formation IJCAI 2017
Discovering Language in Marmoset Vocalization INTERSPEECH 2017
Improving YANGsaf F0 Estimator with Adaptive Kalman Filter INTERSPEECH 2017
Improving Prediction of Speech Activity Using Multi-Participant Respiratory State INTERSPEECH 2017
Ensuring Rapid Mixing and Low Bias for Asynchronous Gibbs Sampling IJCAI 2017
Stochastic Online Anomaly Analysis for Streaming Time Series IJCAI 2017
Accelerated Doubly Stochastic Gradient Algorithm for Large-scale Empirical Risk Minimization IJCAI 2017
Tracking the Evolution of Customer Purchase Behavior Segmentation via a Fragmentation-Coagulation Process IJCAI 2017
Dynamic Weighted Majority for Incremental Learning of Imbalanced Data Streams with Concept Drift IJCAI 2017
A Functional Dynamic Boltzmann Machine IJCAI 2017
Convergence Rate of Stochastic k-means AISTATS 2017
Uncertainty Decoding with Adaptive Sampling for Noise Robust DNN-Based Acoustic Modeling INTERSPEECH 2017
Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling ACL 2017
TextFlow: A Text Similarity Measure based on Continuous Sequences ACL 2017
Real-Time Bidding with Side Information NIPS 2017
Collecting Telemetry Data Privately NIPS 2017
Predicting User Activity Level In Point Processes With Mass Transport Equation NIPS 2017
Subset Selection under Noise NIPS 2017
Online Convex Optimization with Stochastic Constraints NIPS 2017
Finite Sample Analysis of the GTD Policy Evaluation Algorithms in Markov Setting NIPS 2017
Log-normality and Skewness of Estimated State/Action Values in Reinforcement Learning NIPS 2017
Boltzmann Exploration Done Right NIPS 2017
Cascade Dynamics Modeling with Attention-based Recurrent Neural Network IJCAI 2017