← Optimization & Theory
Machine Learning › Optimization & Theory ›

Stochastic Processes

2667 directly classified papers

Papers per year

Papers

Learning Localized Spatio-Temporal Models From Streaming Data ICML 2018
Hypernetwork-based Implicit Posterior Estimation and Model Averaging of CNN ACML 2018
A Stochastic Differential Equation Framework for Guiding Online User Activities in Closed Loop AISTATS 2018
Matrix Norms in Data Streams: Faster, Multi-Pass and Row-Order ICML 2018
Asynchronous Decentralized Parallel Stochastic Gradient Descent ICML 2018
Local Convergence Properties of SAGA/Prox-SVRG and Acceleration ICML 2018
Delayed Sampling and Automatic Rao-Blackwellization of Probabilistic Programs AISTATS 2018
Stochastic Multi-armed Bandits in Constant Space AISTATS 2018
Human-Centric Indoor Scene Synthesis Using Stochastic Grammar CVPR 2018
Discrete Interventions in Hawkes Processes with Applications in Invasive Species Management IJCAI 2018
On Q-learning Convergence for Non-Markov Decision Processes IJCAI 2018
A Knowledge Driven Structural Segmentation Approach for Play-Talk Classification During Autism Assessment INTERSPEECH 2018
A Unified Approach for Multi-step Temporal-Difference Learning with Eligibility Traces in Reinforcement Learning IJCAI 2018
Dynamic Resource Routing using Real-Time Dynamic Programming IJCAI 2018
Layerwise Systematic Scan: Deep Boltzmann Machines and Beyond AISTATS 2018
Improved Regret Bounds for Thompson Sampling in Linear Quadratic Control Problems ICML 2018
DiCE: The Infinitely Differentiable Monte Carlo Estimator ICML 2018
The Hierarchical Adaptive Forgetting Variational Filter ICML 2018
Learning Latent Semantic Annotations for Grounding Natural Language to Structured Data EMNLP 2018
Implicational Universals in Stochastic Constraint-Based Phonology EMNLP 2018
Discovering and Removing Exogenous State Variables and Rewards for Reinforcement Learning ICML 2018
Phonological Posterior Hashing for Query by Example Spoken Term Detection INTERSPEECH 2018
Nebula: F0 Estimation and Voicing Detection by Modeling the Statistical Properties of Feature Extractors INTERSPEECH 2018
Stochastic Variance-Reduced Policy Gradient ICML 2018
Variance Reduction in Black-box Variational Inference by Adaptive Importance Sampling IJCAI 2018