conftrace_

dynamical system

398 papers

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Also known as

DS

Co-occurring keywords

neural network (6616) recurrent neural network (1790) gaussian process (1200) variational inference (2069) time series (435) neural ordinary differential equation (139) graph neural network (3962) ordinary differential equation (139) koopman operator (38) bayesian inference (1907)

Papers

Metric on Nonlinear Dynamical Systems with Perron-Frobenius Operators NIPS 2018
A Physically-Consistent Bayesian Non-Parametric Mixture Model for Dynamical System Learning CORL 2018
The Limit Points of (Optimistic) Gradient Descent in Min-Max Optimization NIPS 2018
Completing State Representations using Spectral Learning NIPS 2018
Deep Dynamical Modeling and Control of Unsteady Fluid Flows NIPS 2018
Learning convex bounds for linear quadratic control policy synthesis NIPS 2018
Learning unknown ODE models with Gaussian processes ICML 2018
Robust Locally-Linear Controllable Embedding AISTATS 2018
Scalable Variational Inference for Dynamical Systems NIPS 2017
Model-Based Control Using Koopman Operators RSS 2017
Learning Dynamics Across Similar Spatiotemporally-Evolving Physical Systems CORL 2017
Learning Robot Objectives from Physical Human Interaction CORL 2017
Learning Models for Shared Control of Human-Machine Systems with Unknown Dynamics RSS 2017
Dynamical System-Based Motion Planning for Multi-Arm Systems: Reaching for Moving Objects IJCAI 2017
VCV Synthesis Using Task Dynamics to Animate a Factor-Based Articulatory Model INTERSPEECH 2017
Extracting low-dimensional dynamics from multiple large-scale neural population recordings by learning to predict correlations NIPS 2017
Efficient and Flexible Inference for Stochastic Systems NIPS 2017
Learning Partially Contracting Dynamical Systems from Demonstrations CORL 2017
Random Projection Filter Bank for Time Series Data NIPS 2017
Predictive State Recurrent Neural Networks NIPS 2017
Poisson-Gamma dynamical systems NIPS 2016
Interpretable Nonlinear Dynamic Modeling of Neural Trajectories NIPS 2016
Kernel Observers: Systems-Theoretic Modeling and Inference of Spatiotemporally Evolving Processes NIPS 2016
Dynamic Mode Decomposition with Reproducing Kernels for Koopman Spectral Analysis NIPS 2016
Gradient Descent Only Converges to Minimizers COLT 2016