conftrace_

stochastic process

388 papers

Explore in graph

Also known as

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

Motion Planning Under Uncertainty with Complex Agents and Environments via Hybrid Search (Extended Abstract) IJCAI 2023
Deterministic policy gradient: Convergence analysis UAI 2022
On early extinction and the effect of travelling in the SIR model UAI 2022
Learning Expressive Meta-Representations with Mixture of Expert Neural Processes NIPS 2022
Decoupling Local and Global Representations of Time Series AISTATS 2022
On Linear Model with Markov Signal Priors AISTATS 2022
Interval-censored Hawkes processes JMLR 2022
Contrastive Conditional Neural Processes CVPR 2022
Nonparametric Relational Models with Superrectangulation AISTATS 2022
Competing Mutual Information Constraints with Stochastic Competition-Based Activations for Learning Diversified Representations AAAI 2022
Neural Stochastic PDEs: Resolution-Invariant Learning of Continuous Spatiotemporal Dynamics NIPS 2022
Automatic Differentiation of Programs with Discrete Randomness NIPS 2022
Sampling from Arbitrary Functions via PSD Models AISTATS 2022
Rethinking Variational Inference for Probabilistic Programs with Stochastic Support NIPS 2022
A Smart Trader for Portfolio Management based on Normalizing Flows IJCAI 2022
Learning Mixtures of Linear Dynamical Systems ICML 2022
A Theoretical Understanding of Gradient Bias in Meta-Reinforcement Learning NIPS 2022
On the Theoretical Properties of Noise Correlation in Stochastic Optimization NIPS 2022
Invasion Dynamics in the Biased Voter Process IJCAI 2022
Why the Rich Get Richer? On the Balancedness of Random Partition Models ICML 2022
Stochastic Online Learning with Feedback Graphs: Finite-Time and Asymptotic Optimality NIPS 2022
Conformal Frequency Estimation with Sketched Data NIPS 2022
Stochastic Deep Networks with Linear Competing Units for Model-Agnostic Meta-Learning ICML 2022
Three-stage Evolution and Fast Equilibrium for SGD with Non-degerate Critical Points ICML 2022
Forward-Backward Latent State Inference for Hidden Continuous-Time semi-Markov Chains NIPS 2022