conftrace_

stochastic process

388 papers

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SP

Co-occurring keywords

bayesian inference (1907) regret bound (1926) variational inference (2069) markov chain monte carlo (725) online learning (1777) multi-armed bandit (1098) gaussian process (1200) probabilistic modeling (852) markov chain (207) markov decision process (790)

Papers

Reasoning about Uncertainties in Discrete-Time Dynamical Systems using Polynomial Forms. NIPS 2020
Stochastic Online Learning with Probabilistic Graph Feedback AAAI 2020
Approximations of the Restless Bandit Problem JMLR 2019
A Statistical Investigation of Long Memory in Language and Music ICML 2019
Fast and Simple Natural-Gradient Variational Inference with Mixture of Exponential-family Approximations ICML 2019
Autoregressive Policies for Continuous Control Deep Reinforcement Learning IJCAI 2019
Conditions on Features for Temporal Difference-Like Methods to Converge IJCAI 2019
Coordinated hippocampal-entorhinal replay as structural inference NIPS 2019
The Functional Neural Process NIPS 2019
State-Augmentation Transformations for Risk-Sensitive Reinforcement Learning AAAI 2019
Improved Regret Bounds for Bandit Combinatorial Optimization NIPS 2019
Distributed Community Detection via Metastability of the 2-Choices Dynamics AAAI 2019
Privacy Amplification by Mixing and Diffusion Mechanisms NIPS 2019
Autoregressive Text Generation Beyond Feedback Loops EMNLP 2019
High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks NIPS 2019
Kernel Trajectory Maps for Multi-Modal Probabilistic Motion Prediction CORL 2019
A Generalization Bound for Online Variational Inference ACML 2019
A Unified Mathematical Approach for Foraging and Construction Systems in a 1,000,000 Robot Swarm IJCAI 2019
Minimax Online Prediction of Varying Bernoulli Process under Variational Approximation ACML 2019
Phase Transitions and Cyclic Phenomena in Bandits with Switching Constraints NIPS 2019
Optimal Exploitation of Clustering and History Information in Multi-armed Bandit IJCAI 2019
Robust Online Matching with User Arrival Distribution Drift AAAI 2019
On the statistical rate of nonlinear recovery in generative models with heavy-tailed data ICML 2019
High Flux Passive Imaging With Single-Photon Sensors CVPR 2019
Sequential Neural Processes NIPS 2019