default search action
Robert Mattila
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
Books and Theses
- 2020
- [b1]Robert Mattila:
Hidden Markov Models: Identification, Inverse Filtering and Applications. Royal Institute of Technology, Stockholm, Sweden, 2020
Journal Articles
- 2022
- [j5]Inês Lourenço, Robert Mattila, Rodrigo M. M. Ventura, Bo Wahlberg:
A Biologically Inspired Computational Model of Time Perception. IEEE Trans. Cogn. Dev. Syst. 14(2): 258-268 (2022) - 2021
- [j4]Inês Lourenço, Robert Mattila, Cristian R. Rojas, Xiaoming Hu, Bo Wahlberg:
Hidden Markov Models: Inverse Filtering, Belief Estimation and Privacy Protection. J. Syst. Sci. Complex. 34(5): 1801-1820 (2021) - 2020
- [j3]Robert Mattila, Cristian R. Rojas, Vikram Krishnamurthy, Bo Wahlberg:
Inverse Filtering for Hidden Markov Models With Applications to Counter-Adversarial Autonomous Systems. IEEE Trans. Signal Process. 68: 4987-5002 (2020) - 2019
- [j2]Robert Mattila, Inês Lourenço, Cristian R. Rojas, Vikram Krishnamurthy, Bo Wahlberg:
Estimating Private Beliefs of Bayesian Agents Based on Observed Decisions. IEEE Control. Syst. Lett. 3(3): 523-528 (2019) - 2017
- [j1]Robert Mattila, Cristian R. Rojas, Vikram Krishnamurthy, Bo Wahlberg:
Asymptotically Efficient Identification of Known-Sensor Hidden Markov Models. IEEE Signal Process. Lett. 24(12): 1813-1817 (2017)
Conference and Workshop Papers
- 2020
- [c9]Inês Lourenço, Robert Mattila, Cristian R. Rojas, Bo Wahlberg:
How to Protect Your Privacy? A Framework for Counter-Adversarial Decision Making. CDC 2020: 1785-1791 - [c8]Robert Mattila, Inês Lourenço, Vikram Krishnamurthy, Cristian R. Rojas, Bo Wahlberg:
What did your adversary believeƒ Optimal Filtering and Smoothing in Counter-Adversarial Autonomous Systems. ICASSP 2020: 5495-5499 - [c7]Robert Mattila, Cristian R. Rojas, Eric Moulines, Vikram Krishnamurthy, Bo Wahlberg:
Fast and Consistent Learning of Hidden Markov Models by Incorporating Non-Consecutive Correlations. ICML 2020: 6785-6796 - 2018
- [c6]Robert Mattila, Cristian R. Rojas, Vikram Krishnamurthy, Bo Wahlberg:
Inverse Filtering for Linear Gaussian State-Space Models. CDC 2018: 5556-5561 - 2017
- [c5]Robert Mattila, Cristian R. Rojas, Vikram Krishnamurthy, Bo Wahlberg:
Identification of hidden Markov models using spectral learning with likelihood maximization. CDC 2017: 5859-5864 - [c4]Robert Mattila, Cristian R. Rojas, Vikram Krishnamurthy, Bo Wahlberg:
Inverse Filtering for Hidden Markov Models. NIPS 2017: 4204-4213 - 2016
- [c3]Robert Mattila, Antti Siika, Joy Roy, Bo Wahlberg:
A Markov decision process model to guide treatment of abdominal aortic aneurysms. CCA 2016: 436-441 - 2015
- [c2]Robert Mattila, Vikram Krishnamurthy, Bo Wahlberg:
Recursive identification of chain dynamics in Hidden Markov Models using Non-Negative Matrix Factorization. CDC 2015: 4011-4016 - [c1]Robert Mattila, Yilin Mo, Richard M. Murray:
An iterative abstraction algorithm for reactive correct-by-construction controller synthesis. CDC 2015: 6147-6152
Informal and Other Publications
- 2023
- [i10]Inês Lourenço, Robert Mattila, Rodrigo M. M. Ventura, Bo Wahlberg:
A Biologically-Inspired Computational Model of Time Perception. CoRR abs/2311.04030 (2023) - 2020
- [i9]Robert Mattila, Cristian R. Rojas, Vikram Krishnamurthy, Bo Wahlberg:
Inverse Filtering for Hidden Markov Models with Applications to Counter-Adversarial Autonomous Systems. CoRR abs/2001.11809 (2020) - [i8]Inês Lourenço, Robert Mattila, Cristian R. Rojas, Bo Wahlberg:
How to Protect Your Privacy? A Framework for Counter-Adversarial Decision Making. CoRR abs/2004.04119 (2020) - [i7]Inês Lourenço, Robert Mattila, Cristian R. Rojas, Bo Wahlberg:
Cooperative System Identification via Correctional Learning. CoRR abs/2012.05161 (2020) - 2019
- [i6]Robert Mattila, Inês Lourenço, Vikram Krishnamurthy, Cristian R. Rojas, Bo Wahlberg:
What Did Your Adversary Believe? Optimal Filtering and Smoothing in Counter-Adversarial Autonomous Systems. CoRR abs/1910.07332 (2019) - 2017
- [i5]Robert Mattila, Cristian R. Rojas, Vikram Krishnamurthy, Bo Wahlberg:
Asymptotically Efficient Identification of Known-Sensor Hidden Markov Models. CoRR abs/1702.00155 (2017) - [i4]Robert Mattila, Cristian R. Rojas, Vikram Krishnamurthy, Bo Wahlberg:
Computing monotone policies for Markov decision processes: a nearly-isotonic penalty approach. CoRR abs/1704.00621 (2017) - 2016
- [i3]Robert Mattila, Antti Siika, Joy Roy, Bo Wahlberg:
A Markov Decision Process Model to Guide Treatment of Abdominal Aortic Aneurysms. CoRR abs/1611.02177 (2016) - 2015
- [i2]Robert Mattila, Cristian R. Rojas, Bo Wahlberg:
Evaluation of Spectral Learning for the Identification of Hidden Markov Models. CoRR abs/1507.06346 (2015) - [i1]Robert Mattila, Yilin Mo, Richard M. Murray:
An Iterative Abstraction Algorithm for Reactive Correct-by-Construction Controller Synthesis. CoRR abs/1509.04125 (2015)
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 2024-04-25 05:52 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint