Spectral Filtering for General Linear Dynamical Systems

Spectral Filtering for General Linear Dynamical Systems

12 February 2018

Papers citing "Spectral Filtering for General Linear Dynamical Systems"

16 / 16 papers shown

Title
Spectral and Temporal Denoising for Differentially Private Optimization Hyeju Shin Kyudan Jung Seongwon Yun Juyoung Yun 33 0 0 07 May 2025
Learning Linear Dynamics from Bilinear Observations Yahya Sattar Yassir Jedra Sarah Dean 26 1 0 24 Sep 2024
Flash STU: Fast Spectral Transform Units Y. Isabel Liu Windsor Nguyen Yagiz Devre Evan Dogariu Anirudha Majumdar Elad Hazan AI4TS 72 1 0 16 Sep 2024
Spectral learning of Bernoulli linear dynamical systems models Iris R. Stone Yotam Sagiv Il Memming Park Jonathan W. Pillow 27 1 0 03 Mar 2023
PAC-Bayesian-Like Error Bound for a Class of Linear Time-Invariant Stochastic State-Space Models Deividas Eringis J. Leth Z. Tan Rafal Wisniewski M. Petreczky 27 1 0 30 Dec 2022
Deep inference of latent dynamics with spatio-temporal super-resolution using selective backpropagation through time Feng Zhu Andrew R. Sedler Harrison A. Grier Nauman Ahad Mark A. Davenport Matthew T. Kaufman Andrea Giovannucci C. Pandarinath 19 10 0 29 Oct 2021
Improved rates for prediction and identification of partially observed linear dynamical systems Holden Lee 13 10 0 19 Nov 2020
SLIP: Learning to Predict in Unknown Dynamical Systems with Long-Term Memory Paria Rashidinejad Jiantao Jiao Stuart J. Russell 24 11 0 12 Oct 2020
Adaptive Regret for Control of Time-Varying Dynamics Paula Gradu Elad Hazan Edgar Minasyan 27 47 0 08 Jul 2020
Active Learning for Nonlinear System Identification with Guarantees Horia Mania Michael I. Jordan Benjamin Recht 33 101 0 18 Jun 2020
Fairness in Forecasting and Learning Linear Dynamical Systems Quan-Gen Zhou Jakub Mareˇcek Robert Shorten AI4TS 24 7 0 12 Jun 2020
Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems Sahin Lale Kamyar Azizzadenesheli B. Hassibi Anima Anandkumar 24 92 0 25 Mar 2020
Sample Complexity of Kalman Filtering for Unknown Systems Anastasios Tsiamis Nikolai Matni George J. Pappas 25 53 0 27 Dec 2019
Robust exploration in linear quadratic reinforcement learning Jack Umenberger Mina Ferizbegovic Thomas B. Schon H. Hjalmarsson 12 37 0 04 Jun 2019
Global Convergence of Policy Gradient Methods for the Linear Quadratic Regulator Maryam Fazel Rong Ge Sham Kakade M. Mesbahi 24 597 0 15 Jan 2018
On the Sample Complexity of the Linear Quadratic Regulator Sarah Dean Horia Mania Nikolai Matni Benjamin Recht Stephen Tu 29 568 0 04 Oct 2017