conftrace_

stability analysis

77 papers

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Co-occurring keywords

generalization bound (652) stochastic gradient descent (1091) dynamical system (398) pairwise learning (31) neural network (6616) metric learning (1190) learning theory (519) lyapunov function (37) game theory (854) convex optimization (1321)

Papers

Calibrated Inference: Statistical Inference that Accounts for Both Sampling Uncertainty and Distributional Uncertainty JMLR 2025
Learning-enabled Polynomial Lyapunov Function Synthesis via High-Accuracy Counterexample-Guided Framework CVPR 2025
Stability-based Generalization Analysis of Randomized Coordinate Descent for Pairwise Learning AAAI 2025
Geometry and Stability of Supervised Learning Problems JMLR 2025
The ODE Method for Stochastic Approximation and Reinforcement Learning with Markovian Noise JMLR 2025
Stable modular control via contraction theory for reinforcement learning L4DC 2024
Stability and L2-penalty in Model Averaging JMLR 2024
Strengthened stability analysis of discrete-time Lurie systems involving ReLU neural networks L4DC 2024
Lower Bounds of Uniform Stability in Gradient-Based Bilevel Algorithms for Hyperparameter Optimization NIPS 2024
On the Stability and Generalization of Meta-Learning NIPS 2024
Unconditional stability of a recurrent neural circuit implementing divisive normalization NIPS 2024
Self-Compatibility: Evaluating Causal Discovery without Ground Truth AISTATS 2024
Random Oscillators Network for Time Series Processing AISTATS 2024
A data-driven Riccati equation L4DC 2024
Probably approximately correct stability of allocations in uncertain coalitional games with private sampling L4DC 2024
Stability Analysis of Switched Linear Systems with Neural Lyapunov Functions AAAI 2024
Entropic Gromov-Wasserstein Distances: Stability and Algorithms JMLR 2024
Stability and Generalization of Asynchronous SGD: Sharper Bounds Beyond Lipschitz and Smoothness NIPS 2024
Graph neural networks and non-commuting operators NIPS 2024
Learning Neural Contracting Dynamics: Extended Linearization and Global Guarantees NIPS 2024
An abstract theory of sensor eventification RSS 2024
Causes of Stability in Dynamic Coalition Formation AAAI 2023
Transformers as Algorithms: Generalization and Stability in In-context Learning ICML 2023
Stability and Generalization of lp-Regularized Stochastic Learning for GCN IJCAI 2023
On the Stability and Generalization of Triplet Learning AAAI 2023