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

Accurate Parameter Estimation for Safety-Critical Systems with Unmodeled Dynamics (Abstract Reprint) AAAI 2024
Categorial Grammar Induction with Stochastic Category Selection COLING 2024
Finding good policies in average-reward Markov Decision Processes without prior knowledge NIPS 2024
High Rank Path Development: an approach to learning the filtration of stochastic processes NIPS 2024
Faithful graphical representations of local independence AISTATS 2024
Learning from many trajectories JMLR 2024
Log-concave Sampling from a Convex Body with a Barrier: a Robust and Unified Dikin Walk NIPS 2024
Generalization Bounds via Conditional $f$-Information NIPS 2024
UDPM: Upsampling Diffusion Probabilistic Models NIPS 2024
Analytically deriving Partial Information Decomposition for affine systems of stable and convolution-closed distributions NIPS 2024
Online Markov Decision Processes Configuration with Continuous Decision Space AAAI 2024
Addressing Bias in Online Selection with Limited Budget of Comparisons NIPS 2024
When is a Language Process a Language Model? ACL 2024
Towards a Complete Analysis of Langevin Monte Carlo: Beyond Poincaré Inequality COLT 2023
Stochastic Generative Flow Networks UAI 2023
The $k$-Cap Process on Geometric Random Graphs COLT 2023
Image generation with shortest path diffusion ICML 2023
Sampling From a Schrödinger Bridge AISTATS 2023
Deep Momentum Multi-Marginal Schrödinger Bridge NIPS 2023
Concentration analysis of multivariate elliptic diffusions JMLR 2023
FLIP: A Utility Preserving Privacy Mechanism for Time Series JMLR 2023
Neural Markov Jump Processes ICML 2023
Multisample Flow Matching: Straightening Flows with Minibatch Couplings ICML 2023
Maximizing the Probability of Fixation in the Positional Voter Model AAAI 2023
Efficient Transformed Gaussian Processes for Non-Stationary Dependent Multi-class Classification ICML 2023