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

Graph reparameterizations for enabling 1000+ Monte Carlo iterations in Bayesian deep neural networks UAI 2021
A Variational Inference Approach to Learning Multivariate Wold Processes AISTATS 2021
Multiplayer Bandit Learning, from Competition to Cooperation COLT 2021
Random probabilistic circuits UAI 2021
Contrastive learning of strong-mixing continuous-time stochastic processes AISTATS 2021
Analysis of high-dimensional Continuous Time Markov Chains using the Local Bouncy Particle Sampler JMLR 2021
STRODE: Stochastic Boundary Ordinary Differential Equation ICML 2021
Cooperative and Stochastic Multi-Player Multi-Armed Bandit: Optimal Regret With Neither Communication Nor Collisions COLT 2021
Understanding Recurrent Neural Networks Using Nonequilibrium Response Theory JMLR 2021
Learning Whenever Learning is Possible: Universal Learning under General Stochastic Processes JMLR 2021
UNIPoint: Universally Approximating Point Processes Intensities AAAI 2021
Pseudo-Marginal Hamiltonian Monte Carlo JMLR 2021
Multi-Fidelity High-Order Gaussian Processes for Physical Simulation AISTATS 2021
Consensus-Based Optimization on the Sphere: Convergence to Global Minimizers and Machine Learning JMLR 2021
Explore the Context: Optimal Data Collection for Context-Conditional Dynamics Models AISTATS 2021
The Spatio-Temporal Poisson Point Process: A Simple Model for the Alignment of Event Camera Data ICCV 2021
The Influence of Memory in Multi-Agent Consensus AAAI 2021
Contextual Blocking Bandits AISTATS 2021
Learning to Price Against a Moving Target ICML 2021
Pathwise Conditioning of Gaussian Processes JMLR 2021
On Contrastive Representations of Stochastic Processes NIPS 2021
PAPRIKA: Private Online False Discovery Rate Control ICML 2021
Neural Temporal Point Processes: A Review IJCAI 2021
Efficient Algorithms for Stochastic Repeated Second-price Auctions ALT 2021
Scaling up Continuous-Time Markov Chains Helps Resolve Underspecification NIPS 2021