default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDIngvar M. Ziemann
Person information
- affiliation: KTH Royal Institute of Technology, Stockholm, Sweden
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
Books and Theses
- 2022
[b1]Ingvar Max Ziemann:
Statistical Learning, Dynamics and Control: Fast Rates and Fundamental Limits for Square Loss. Royal Institute of Technology, Stockholm, Sweden, 2022
Journal Articles
- 2024
- [j3]Ingvar Max Ziemann
:
A Note on the Smallest Eigenvalue of the Empirical Covariance of Causal Gaussian Processes. IEEE Trans. Autom. Control. 69(2): 1372-1376 (2024) - 2021
- [j2]Ingvar M. Ziemann, Henrik Sandberg:
On a Phase Transition of Regret in Linear Quadratic Control: The Memoryless Case. IEEE Control. Syst. Lett. 5(2): 695-700 (2021) - 2020
- [j1]Ingvar M. Ziemann, Henrik Sandberg:
Regret Lower Bounds for Unbiased Adaptive Control of Linear Quadratic Regulators. IEEE Control. Syst. Lett. 4(3): 785-790 (2020)
Conference and Workshop Papers
- 2024
- [c13]Thomas T. C. K. Zhang, Bruce D. Lee, Ingvar M. Ziemann, George J. Pappas, Nikolai Matni:
Guarantees for Nonlinear Representation Learning: Non-identical Covariates, Dependent Data, Fewer Samples. ICML 2024 - [c12]Ingvar M. Ziemann, Stephen Tu, George J. Pappas, Nikolai Matni:
Sharp Rates in Dependent Learning Theory: Avoiding Sample Size Deflation for the Square Loss. ICML 2024 - 2023
- [c11]Bruce D. Lee, Ingvar M. Ziemann, Anastasios Tsiamis, Henrik Sandberg, Nikolai Matni:
The Fundamental Limitations of Learning Linear-Quadratic Regulators. CDC 2023: 4053-4060 - [c10]Ingvar M. Ziemann, Anastasios Tsiamis, Bruce D. Lee, Yassir Jedra, Nikolai Matni, George J. Pappas:
A Tutorial on the Non-Asymptotic Theory of System Identification. CDC 2023: 8921-8939 - [c9]Ingvar M. Ziemann, Stephen Tu, George J. Pappas, Nikolai Matni:
The noise level in linear regression with dependent data. NeurIPS 2023 - 2022
- [c8]Ingvar M. Ziemann, Anastasios Tsiamis, Henrik Sandberg, Nikolai Matni:
How are policy gradient methods affected by the limits of control? CDC 2022: 5992-5999 - [c7]Ingvar M. Ziemann, Henrik Sandberg, Nikolai Matni:
Single Trajectory Nonparametric Learning of Nonlinear Dynamics. COLT 2022: 3333-3364 - [c6]Anastasios Tsiamis, Ingvar M. Ziemann, Manfred Morari, Nikolai Matni, George J. Pappas:
Learning to Control Linear Systems can be Hard. COLT 2022: 3820-3857 - [c5]Ingvar M. Ziemann, Stephen Tu:
Learning with little mixing. NeurIPS 2022 - 2021
- [c4]Ingvar M. Ziemann, Henrik Sandberg:
Resource Constrained Sensor Attacks by Minimizing Fisher Information. ACC 2021: 4580-4585 - [c3]Ingvar M. Ziemann, Henrik Sandberg:
On Uninformative Optimal Policies in Adaptive LQR with Unknown B-Matrix. L4DC 2021: 213-226 - 2020
- [c2]Ingvar M. Ziemann, Henrik Sandberg:
Parameter Privacy versus Control Performance: Fisher Information Regularized Control. ACC 2020: 1259-1265 - 2019
- [c1]Ingvar M. Ziemann, Yishao Zhou:
Model Reduction of Semistable Distributed Parameter Systems. ECC 2019: 1944-1950
Informal and Other Publications
- 2024
- [i16]Ingvar M. Ziemann, Stephen Tu, George J. Pappas, Nikolai Matni:
Sharp Rates in Dependent Learning Theory: Avoiding Sample Size Deflation for the Square Loss. CoRR abs/2402.05928 (2024) - [i15]Charis J. Stamouli, Ingvar M. Ziemann, George J. Pappas:
Rate-Optimal Non-Asymptotics for the Quadratic Prediction Error Method. CoRR abs/2404.07937 (2024) - [i14]Bruce D. Lee, Ingvar M. Ziemann, George J. Pappas, Nikolai Matni:
Active Learning for Control-Oriented Identification of Nonlinear Systems. CoRR abs/2404.09030 (2024) - [i13]Jiabao He, Ingvar M. Ziemann, Cristian R. Rojas, Håkan Hjalmarsson:
Finite Sample Analysis for a Class of Subspace Identification Methods. CoRR abs/2404.17331 (2024) - [i12]Ingvar M. Ziemann, Nikolai Matni, George J. Pappas:
State space models, emergence, and ergodicity: How many parameters are needed for stable predictions? CoRR abs/2409.13421 (2024) - 2023
- [i11]Bruce D. Lee, Ingvar M. Ziemann, Anastasios Tsiamis, Henrik Sandberg, Nikolai Matni:
The Fundamental Limitations of Learning Linear-Quadratic Regulators. CoRR abs/2303.15637 (2023) - [i10]Ingvar M. Ziemann, Stephen Tu, George J. Pappas, Nikolai Matni:
The noise level in linear regression with dependent data. CoRR abs/2305.11165 (2023) - [i9]Ingvar M. Ziemann, Anastasios Tsiamis, Bruce D. Lee, Yassir Jedra, Nikolai Matni, George J. Pappas:
A Tutorial on the Non-Asymptotic Theory of System Identification. CoRR abs/2309.03873 (2023) - 2022
- [i8]Ingvar M. Ziemann, Henrik Sandberg:
Regret Lower Bounds for Learning Linear Quadratic Gaussian Systems. CoRR abs/2201.01680 (2022) - [i7]Ingvar M. Ziemann, Henrik Sandberg, Nikolai Matni:
Single Trajectory Nonparametric Learning of Nonlinear Dynamics. CoRR abs/2202.08311 (2022) - [i6]Anastasios Tsiamis, Ingvar M. Ziemann, Manfred Morari, Nikolai Matni, George J. Pappas:
Learning to Control Linear Systems can be Hard. CoRR abs/2205.14035 (2022) - [i5]Ingvar M. Ziemann, Anastasios Tsiamis, Henrik Sandberg, Nikolai Matni:
How are policy gradient methods affected by the limits of control? CoRR abs/2206.06863 (2022) - [i4]Ingvar M. Ziemann, Stephen Tu:
Learning with little mixing. CoRR abs/2206.08269 (2022) - [i3]Anastasios Tsiamis, Ingvar M. Ziemann, Nikolai Matni, George J. Pappas:
Statistical Learning Theory for Control: A Finite Sample Perspective. CoRR abs/2209.05423 (2022) - [i2]Ingvar M. Ziemann:
A note on the smallest eigenvalue of the empirical covariance of causal Gaussian processes. CoRR abs/2212.09508 (2022) - 2020
- [i1]Ingvar M. Ziemann, Henrik Sandberg:
On Uninformative Optimal Policies in Adaptive LQR with Unknown B-Matrix. CoRR abs/2011.09288 (2020)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-18 19:32 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
