conftrace_

fokker-planck equation

15 papers

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Also known as

FPE

Co-occurring keywords

stochastic differential equation (181) gradient flow (142) diffusion model (3751) probability density (31) wasserstein gradient flow (35) neural network (6616) generative model (2892) score matching (97) variational inference (2069) reinforcement learning (4352)

Papers

A Score-Based Deterministic Diffusion Algorithm with Smooth Scores for General Distributions AAAI 2024
Transition-Informed Reinforcement Learning for Large-Scale Stackelberg Mean-Field Games AAAI 2024
A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion Models NIPS 2024
Self-Consistent Velocity Matching of Probability Flows NIPS 2023
FP-Diffusion: Improving Score-based Diffusion Models by Enforcing the Underlying Score Fokker-Planck Equation ICML 2023
GANs as Gradient Flows that Converge JMLR 2023
Efficient Sampling of Stochastic Differential Equations with Positive Semi-Definite Models NIPS 2023
Self-Consistency of the Fokker Planck Equation COLT 2022
Convex Analysis of the Mean Field Langevin Dynamics AISTATS 2022
Modelling the Dynamics of Multi-Agent Q-learning: The Stochastic Effects of Local Interaction and Incomplete Information IJCAI 2022
Scalable Inference in SDEs by Direct Matching of the Fokker–Planck–Kolmogorov Equation NIPS 2021
Large-Scale Wasserstein Gradient Flows NIPS 2021
Black-Box Variational Inference as a Parametric Approximation to Langevin Dynamics ICML 2020
Modelling the Dynamics of Multiagent Q-Learning in Repeated Symmetric Games: a Mean Field Theoretic Approach NIPS 2019
Stein Variational Gradient Descent as Gradient Flow NIPS 2017