conftrace_

dynamical system

398 papers

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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

Shadowing Properties of Optimization Algorithms NIPS 2019
A neurally plausible model for online recognition and postdiction in a dynamical environment NIPS 2019
Kalman Filter, Sensor Fusion, and Constrained Regression: Equivalences and Insights NIPS 2019
Uniform Error Bounds for Gaussian Process Regression with Application to Safe Control NIPS 2019
First-order methods almost always avoid saddle points: The case of vanishing step-sizes NIPS 2019
Towards Robust ResNet: A Small Step but a Giant Leap IJCAI 2019
A Dynamical Systems Perspective on Nesterov Acceleration ICML 2019
Universality and individuality in neural dynamics across large populations of recurrent networks NIPS 2019
Differentiable reservoir computing JMLR 2019
Learning Stable Deep Dynamics Models NIPS 2019
Dimensions of Prosodic Prominence in an Attractor Model INTERSPEECH 2019
A Dynamical System Approach to Motion and Force Generation in Contact Tasks RSS 2019
Beyond Structural Causal Models: Causal Constraints Models UAI 2019
Overcoming Mean-Field Approximations in Recurrent Gaussian Process Models ICML 2019
Input-Output Equivalence of Unitary and Contractive RNNs NIPS 2019
Neural Relational Inference with Fast Modular Meta-learning NIPS 2019
Multiplicative Weights Updates as a distributed constrained optimization algorithm: Convergence to second-order stationary points almost always ICML 2019
Learning interpretable continuous-time models of latent stochastic dynamical systems ICML 2019
Natural Analysts in Adaptive Data Analysis ICML 2019
Deep Variational Koopman Models: Inferring Koopman Observations for Uncertainty-Aware Dynamics Modeling and Control IJCAI 2019
Step Size Matters in Deep Learning NIPS 2018
HybridNet: Integrating Model-based and Data-driven Learning to Predict Evolution of Dynamical Systems CORL 2018
The Lyapunov Neural Network: Adaptive Stability Certification for Safe Learning of Dynamical Systems CORL 2018
Kernel Density Estimation for Dynamical Systems JMLR 2018
Neural Relational Inference for Interacting Systems ICML 2018