conftrace_

control theory

31 papers

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Co-occurring keywords

optimal control (218) dynamical system (398) regret bound (1926) online learning (1777) training stability (36) linear dynamical system (86) convergence rate (607) adversarial attack (1621) stability analysis (77) policy optimization (657)

Papers

Stability Analysis of Switched Linear Systems with Neural Lyapunov Functions AAAI 2024
Optimization Algorithm Design via Electric Circuits NIPS 2024
Input-to-State Stable Coupled Oscillator Networks for Closed-form Model-based Control in Latent Space NIPS 2024
Learning Neural Contracting Dynamics: Extended Linearization and Global Guarantees NIPS 2024
C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory NIPS 2024
Aligning Large Language Models with Representation Editing: A Control Perspective NIPS 2024
Performative Control for Linear Dynamical Systems NIPS 2024
Focus Your Attention (with Adaptive IIR Filters) EMNLP 2023
Online Nonstochastic Control with Adversarial and Static Constraints ICML 2023
Stabilizing GANs’ Training with Brownian Motion Controller ICML 2023
Conformal PID Control for Time Series Prediction NIPS 2023
Online Control for Meta-optimization NIPS 2023
Attacks on Online Learners: a Teacher-Student Analysis NIPS 2023
LyaNet: A Lyapunov Framework for Training Neural ODEs ICML 2022
Rethinking Controllable Variational Autoencoders CVPR 2022
Optimal Dynamic Regret in LQR Control NIPS 2022
Online Optimization in Games via Control Theory: Connecting Regret, Passivity and Poincaré Recurrence ICML 2021
Optimization with Momentum: Dynamical, Control-Theoretic, and Symplectic Perspectives JMLR 2021
Training deep residual networks for uniform approximation guarantees L4DC 2021
PID Accelerated Value Iteration Algorithm ICML 2021
Predictive Coding for Locally-Linear Control ICML 2020
Understanding and Stabilizing GANs’ Training Dynamics Using Control Theory ICML 2020
Robust Design of Deep Neural Networks Against Adversarial Attacks Based on Lyapunov Theory CVPR 2020
The Nonstochastic Control Problem ALT 2020
Bandit Linear Control NIPS 2020