conftrace_

lyapunov exponent

9 papers

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Co-occurring keywords

chaotic dynamics (11) dynamical system (398) recurrent neural network (1790) order-chaos phase transition (1) computational power (6) optimization landscape (39) adversarial attack (1621) spiking neuron (36) phase transition (92) spiking neural network (331)

Papers

CIS-BWE: Chaos-Informed Speech Bandwidth Extension ACL 2026
Adversarial Data Augmentation for Single Domain Generalization via Lyapunov Exponent-Guided Optimization ICCV 2025
Characterizing Dynamical Stability of Stochastic Gradient Descent in Overparameterized Learning JMLR 2025
Enhancing Robustness in Deep Reinforcement Learning: A Lyapunov Exponent Approach NIPS 2024
When are dynamical systems learned from time series data statistically accurate? NIPS 2024
Gradient Flossing: Improving Gradient Descent through Dynamic Control of Jacobians NIPS 2023
Fractal Landscapes in Policy Optimization NIPS 2023
Complexity in Speech and its Relation to Emotional Bond in Therapist-Patient Interactions During Suicide Risk Assessment Interviews INTERSPEECH 2017
On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing NIPS 2008