stability analysis

Unconditional stability of a recurrent neural circuit implementing divisive normalization NeurIPS 2024 Causes of Stability in Dynamic Coalition Formation AAAI 2023 On the Stability and Generalization of Triplet Learning AAAI 2023 Stability and Generalization of lp-Regularized Stochastic Learning for GCN IJCAI 2023 Stability of Random Forests and Coverage of Random-Forest Prediction Intervals NeurIPS 2023 Transformers as Algorithms: Generalization and Stability in In-context Learning ICML 2023 A Piecewise Learning Framework for Control of Unknown Nonlinear Systems with Stability Guarantees L4DC 2022 Are Neural Topic Models Broken? EMNLP 2022 Convergence and Stability of the Stochastic Proximal Point Algorithm with Momentum L4DC 2022 coVariance Neural Networks NeurIPS 2022 On the Sensitivity and Stability of Model Interpretations in NLP ACL 2022 Optimality and Stability in Non-Convex Smooth Games JMLR 2022 RNNs of RNNs: Recursive Construction of Stable Assemblies of Recurrent Neural Networks NeurIPS 2022 Robust Graph Neural Networks via Probabilistic Lipschitz Constraints L4DC 2022 Stability-Driven Contact Reconstruction From Monocular Color Images CVPR 2022 The alignment property of SGD noise and how it helps select flat minima: A stability analysis NeurIPS 2022 AMU-EURANOVA at CASE 2021 Task 1: Assessing the stability of multilingual BERT ACL 2021 Certifying Incremental Quadratic Constraints for Neural Networks via Convex Optimization L4DC 2021 Chance-constrained quasi-convex optimization with application to data-driven switched systems control L4DC 2021 Generalization Guarantee of SGD for Pairwise Learning NeurIPS 2021 Learning Stable Deep Dynamics Models for Partially Observed or Delayed Dynamical Systems NeurIPS 2021 Neural Lyapunov Redesign L4DC 2021 Simple Stochastic and Online Gradient Descent Algorithms for Pairwise Learning NeurIPS 2021 Spatio-Temporal Graph Scattering Transform ICLR 2021 Stability and Differential Privacy of Stochastic Gradient Descent for Pairwise Learning with Non-Smooth Loss AISTATS 2021