Robert Mattila

25 papers A* 1C 1Misc 1Journal 15Unranked 6
YearRankTypeTitle / Venue / Authors
2023 J jnl
A Biologically-Inspired Computational Model of Time Perception.
CoRR
Inês Lourenço, Robert Mattila, Rodrigo M. M. Ventura, Bo Wahlberg
2022 J jnl
A Biologically Inspired Computational Model of Time Perception.
IEEE Trans. Cogn. Dev. Syst.
Inês Lourenço, Robert Mattila, Rodrigo M. M. Ventura, Bo Wahlberg
2021 J jnl
Hidden Markov Models: Inverse Filtering, Belief Estimation and Privacy Protection.
J. Syst. Sci. Complex.
Inês Lourenço, Robert Mattila, Cristian R. Rojas, Xiaoming Hu, Bo Wahlberg
2020 J jnl
Cooperative System Identification via Correctional Learning.
CoRR
Inês Lourenço, Robert Mattila, Cristian R. Rojas, Bo Wahlberg
2020 A* conf
Fast and Consistent Learning of Hidden Markov Models by Incorporating Non-Consecutive Correlations.
ICML
Robert Mattila, Cristian R. Rojas, Eric Moulines, Vikram Krishnamurthy, Bo Wahlberg
2020 — —
Hidden Markov Models: Identification, Inverse Filtering and Applications.
Robert Mattila
2020 — conf
How to Protect Your Privacy? A Framework for Counter-Adversarial Decision Making.
CDC
Inês Lourenço, Robert Mattila, Cristian R. Rojas, Bo Wahlberg
2020 J jnl
How to Protect Your Privacy? A Framework for Counter-Adversarial Decision Making.
CoRR
Inês Lourenço, Robert Mattila, Cristian R. Rojas, Bo Wahlberg
2020 J jnl
Inverse Filtering for Hidden Markov Models With Applications to Counter-Adversarial Autonomous Systems.
IEEE Trans. Signal Process.
Robert Mattila, Cristian R. Rojas, Vikram Krishnamurthy, Bo Wahlberg
2020 J jnl
Inverse Filtering for Hidden Markov Models with Applications to Counter-Adversarial Autonomous Systems.
CoRR
Robert Mattila, Cristian R. Rojas, Vikram Krishnamurthy, Bo Wahlberg
2020 Misc conf
What did your adversary believeƒ Optimal Filtering and Smoothing in Counter-Adversarial Autonomous Systems.
ICASSP
Robert Mattila, Inês Lourenço, Vikram Krishnamurthy, Cristian R. Rojas, Bo Wahlberg
2019 J jnl
Estimating Private Beliefs of Bayesian Agents Based on Observed Decisions.
IEEE Control. Syst. Lett.
Robert Mattila, Inês Lourenço, Cristian R. Rojas, Vikram Krishnamurthy, Bo Wahlberg
2019 J jnl
What Did Your Adversary Believe? Optimal Filtering and Smoothing in Counter-Adversarial Autonomous Systems.
CoRR
Robert Mattila, Inês Lourenço, Vikram Krishnamurthy, Cristian R. Rojas, Bo Wahlberg
2018 — conf
Inverse Filtering for Linear Gaussian State-Space Models.
CDC
Robert Mattila, Cristian R. Rojas, Vikram Krishnamurthy, Bo Wahlberg
2017 J jnl
Asymptotically Efficient Identification of Known-Sensor Hidden Markov Models.
CoRR
Robert Mattila, Cristian R. Rojas, Vikram Krishnamurthy, Bo Wahlberg
2017 J jnl
Asymptotically Efficient Identification of Known-Sensor Hidden Markov Models.
IEEE Signal Process. Lett.
Robert Mattila, Cristian R. Rojas, Vikram Krishnamurthy, Bo Wahlberg
2017 J jnl
Computing monotone policies for Markov decision processes: a nearly-isotonic penalty approach.
CoRR
Robert Mattila, Cristian R. Rojas, Vikram Krishnamurthy, Bo Wahlberg
2017 — conf
Identification of hidden Markov models using spectral learning with likelihood maximization.
CDC
Robert Mattila, Cristian R. Rojas, Vikram Krishnamurthy, Bo Wahlberg
2017 — conf
Inverse Filtering for Hidden Markov Models.
NIPS
Robert Mattila, Cristian R. Rojas, Vikram Krishnamurthy, Bo Wahlberg
2016 J jnl
A Markov Decision Process Model to Guide Treatment of Abdominal Aortic Aneurysms.
CoRR
Robert Mattila, Antti Siika, Joy Roy, Bo Wahlberg
2016 C conf
A Markov decision process model to guide treatment of abdominal aortic aneurysms.
CCA
Robert Mattila, Antti Siika, Joy Roy, Bo Wahlberg
2015 J jnl
An Iterative Abstraction Algorithm for Reactive Correct-by-Construction Controller Synthesis.
CoRR
Robert Mattila, Yilin Mo, Richard M. Murray
2015 — conf
An iterative abstraction algorithm for reactive correct-by-construction controller synthesis.
CDC
Robert Mattila, Yilin Mo, Richard M. Murray
2015 J jnl
Evaluation of Spectral Learning for the Identification of Hidden Markov Models.
CoRR
Robert Mattila, Cristian R. Rojas, Bo Wahlberg
2015 — conf
Recursive identification of chain dynamics in Hidden Markov Models using Non-Negative Matrix Factorization.
CDC
Robert Mattila, Vikram Krishnamurthy, Bo Wahlberg