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

Dynamical Systems Theory for Causal Inference with Application to Synthetic Control Methods AISTATS 2020
Causal Modeling for Fairness In Dynamical Systems ICML 2020
Organizing recurrent network dynamics by task-computation to enable continual learning NIPS 2020
Dynamical System Inspired Adaptive Time Stepping Controller for Residual Network Families AAAI 2020
Dynamic Motion Representation for Human Action Recognition WACV 2020
On Second Order Behaviour in Augmented Neural ODEs NIPS 2020
Chaos, Extremism and Optimism: Volume Analysis of Learning in Games NIPS 2020
Sparse Symplectically Integrated Neural Networks NIPS 2020
Reinforcing Neural Network Stability with Attractor Dynamics AAAI 2020
Transformation of ReLU-based recurrent neural networks from discrete-time to continuous-time ICML 2020
Better depth-width trade-offs for neural networks through the lens of dynamical systems ICML 2020
The route to chaos in routing games: When is price of anarchy too optimistic? NIPS 2020
Neural Dynamic Policies for End-to-End Sensorimotor Learning NIPS 2020
Learning Stability Certificates from Data CORL 2020
Fast and Deep Graph Neural Networks AAAI 2020
System Identification with Time-Aware Neural Sequence Models AAAI 2020
Dissecting Neural ODEs NIPS 2020
Neural Power Units NIPS 2020
Weak Form Generalized Hamiltonian Learning NIPS 2020
Boosting for Control of Dynamical Systems ICML 2020
Multi-Task Time Series Analysis applied to Drug Response Modelling AISTATS 2019
Reverse engineering recurrent networks for sentiment classification reveals line attractor dynamics NIPS 2019
Poisson-Randomized Gamma Dynamical Systems NIPS 2019
Poincaré Recurrence, Cycles and Spurious Equilibria in Gradient-Descent-Ascent for Non-Convex Non-Concave Zero-Sum Games NIPS 2019
Unsupervised Discovery of Temporal Structure in Noisy Data with Dynamical Components Analysis NIPS 2019