Wasserstein Gradient Flow over Variational Parameter Space for Variational InferenceInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 |
Optimal Mass Transport over the Euler EquationIEEE Conference on Decision and Control (CDC), 2023 |
On the Hyperparameters in Stochastic Gradient Descent with MomentumJournal of machine learning research (JMLR), 2021 |
On Learning Rates and Schrödinger OperatorsJournal of machine learning research (JMLR), 2020 |
Reflected Schrödinger Bridge: Density Control with Path ConstraintsAmerican Control Conference (ACC), 2020 |
Hopfield Neural Network Flow: A Geometric ViewpointIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019 |