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

When is a Language Process a Language Model? ACL 2024
From Biased to Unbiased Dynamics: An Infinitesimal Generator Approach NIPS 2024
This Too Shall Pass: Removing Stale Observations in Dynamic Bayesian Optimization NIPS 2024
Probably approximately correct stability of allocations in uncertain coalitional games with private sampling L4DC 2024
Online Markov Decision Processes Configuration with Continuous Decision Space AAAI 2024
Inferring stochastic low-rank recurrent neural networks from neural data NIPS 2024
Log-concave Sampling from a Convex Body with a Barrier: a Robust and Unified Dikin Walk NIPS 2024
Minimum Entropy Coupling with Bottleneck NIPS 2024
Optimal Scaling for the Proximal Langevin Algorithm in High Dimensions JMLR 2024
The Irrelevance of Influencers: Information Diffusion with Re-Activation and Immunity Lasts Exponentially Long on Social Network Models AAAI 2024
Pure Differential Privacy for Functional Summaries with a Laplace-like Process JMLR 2024
Testing exchangeability by pairwise betting AISTATS 2024
Infinite-Dimensional Diffusion Models JMLR 2024
Generalization Bounds via Conditional $f$-Information NIPS 2024
Deep Learning for Computing Convergence Rates of Markov Chains NIPS 2024
Hodge-Compositional Edge Gaussian Processes AISTATS 2024
Learning from many trajectories JMLR 2024
Parametric model reduction of mean-field and stochastic systems via higher-order action matching NIPS 2024
Faithful graphical representations of local independence AISTATS 2024
Analytically deriving Partial Information Decomposition for affine systems of stable and convolution-closed distributions NIPS 2024
The Expected Loss of Preconditioned Langevin Dynamics Reveals the Hessian Rank AAAI 2024
QGym: Scalable Simulation and Benchmarking of Queuing Network Controllers NIPS 2024
Probabilistic size-and-shape functional mixed models NIPS 2024
Energy-Based Modelling for Discrete and Mixed Data via Heat Equations on Structured Spaces NIPS 2024
UDPM: Upsampling Diffusion Probabilistic Models NIPS 2024