Publikationer

Deep networks for system identification: A survey

Pillonetto, Gianluigi; Aravkin, Aleksandr; Gedon, Daniel; Ljung, Lennart et al.

Ingår i Automatica, 2025

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• DOI för Deep networks for system identification: A survey
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Explainable AI associates ECG aging effects with increased cardiovascular risk in a longitudinal population study

Hempel, Philip; Horta Ribeiro, Antônio; Vollmer, Marcus; Bender, Theresa et al.

Ingår i npj Digital Medicine, 2025

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• DOI för Explainable AI associates ECG aging effects with increased cardiovascular risk in a longitudinal population study
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Rättsliga hinder mot samverkan?: Juridik och ledningsfrågor vid doktorandsamverkan

Strand, Magnus; Wedlin, Linda; Schön, Thomas B.

2025

Rapport

Personalized Privacy Amplification via Importance Sampling

Fay, Dominik; Mair, Sebastian; Sjölund, Jens

Ingår i Transactions on Machine Learning Research, 2025

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• Ladda ner fulltext (pdf) av Personalized Privacy Amplification via Importance Sampling

Penalized Likelihood Approach for Graph Learning in the Presence of Outliers

Fatima, Ghania; Stoica, Peter; Babu, Prabhu

Ingår i IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS, s. 187-200, 2025

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• DOI för Penalized Likelihood Approach for Graph Learning in the Presence of Outliers

CellMCD plus: An improved outlier-resistant cellwise minimum covariance determinant method

Babu, Prabhu; Stoica, Peter

Ingår i Statistics and Probability Letters, 2025

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• DOI för CellMCD plus: An improved outlier-resistant cellwise minimum covariance determinant method

Artificial intelligence-enhanced electrocardiography for the identification of a sex-related cardiovascular risk continuum: a retrospective cohort study

Sau, Arunashis; Sieliwonczyk, Ewa; Patlatzoglou, Konstantinos; Pastika, Libor et al.

Ingår i The Lancet Digital Health, 2025

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• DOI för Artificial intelligence-enhanced electrocardiography for the identification of a sex-related cardiovascular risk continuum: a retrospective cohort study
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Automated segmentation of synchrotron-scanned fossils

During, Melanie A. D.; Matelsky, Jordan K.; Gustafsson, Fredrik K.; Voeten, Dennis F. A. E. et al.

Ingår i Fossil Record, s. 103-114, 2025

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• DOI för Automated segmentation of synchrotron-scanned fossils
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Underlätta samarbeten mellan företag och universitet

Strand, Magnus; Wedlin, Linda; Schön, Thomas B.

2025

Övrigt

Kullback-Leibler Divergence-Based Observer Design Against Sensor Bias Injection Attacks in Single-Output Systems

Tosun, Fatih Emre; Teixeira, André M. H.; Dong, Jingwei; Ahlén, Anders et al.

Ingår i IEEE Transactions on Information Forensics and Security, s. 2763-2777, 2025

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• DOI för Kullback-Leibler Divergence-Based Observer Design Against Sensor Bias Injection Attacks in Single-Output Systems

Outlier-Robust Multistatic Target Localization

Varshney, Piyush; Babu, Prabhu; Stoica, Peter

Ingår i IEEE Signal Processing Letters, s. 1161-1165, 2025

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• DOI för Outlier-Robust Multistatic Target Localization

In the rhythm of the home: How does increased home occupancy affect residential electricity consumption?

Stikvoort, Britt; Nilsson, Anders; Bartusch, Cajsa; van Zoest, Vera

Ingår i Energy Research & Social Science, 2025

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• DOI för In the rhythm of the home: How does increased home occupancy affect residential electricity consumption?
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Security Allocation in Networked Control Systems under Stealthy Attacks

Nguyen, Anh Tung; Teixeira, André M. H.; Medvedev, Alexander

Ingår i IEEE Transactions on Control of Network Systems, s. 216-227, 2025

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• DOI för Security Allocation in Networked Control Systems under Stealthy Attacks

A minimal model of cognition based on oscillatory and current-based reinforcement processes

Gyllingberg, Linnea; Tian, Yu; Sumpter, David J. T.

Ingår i Journal of the Royal Society Interface, 2025

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• DOI för A minimal model of cognition based on oscillatory and current-based reinforcement processes
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Dual-Function Beamforming Design for Multi-Target Localization and Reliable Communications

Tang, Bo; Li, Da; Wu, Wenjun; Saini, Astha et al.

Ingår i IEEE Transactions on Signal Processing, s. 559-573, 2025

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• DOI för Dual-Function Beamforming Design for Multi-Target Localization and Reliable Communications

Simulation-Aided Policy Tuning for Black-Box Robot Learning

He, Shiming; von Rohr, Alexander; Baumann, Dominik; Xiang, Ji et al.

Ingår i IEEE Transactions on robotics, s. 2533-2548, 2025

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• DOI för Simulation-Aided Policy Tuning for Black-Box Robot Learning
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Switching multiplicative watermark design against covert attacks

Gallo, Alexander J.; Anand, Sribalaji C.; Teixeira, André M. H.; Ferrari, Riccardo M. G.

Ingår i Automatica, 2025

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• DOI för Switching multiplicative watermark design against covert attacks
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Simulations probe the role of space in the interplay between drug-sensitive and drug-resistant cancer cells

Pugh, Kira; Jones, Rhys D. O.; Powathil, Gibin; Hamis, Sara

Ingår i Journal of Theoretical Biology, 2025

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• DOI för Simulations probe the role of space in the interplay between drug-sensitive and drug-resistant cancer cells
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Real-Time Estimation and Defense of PV Inverter Sensor Attacks With Hardware Implementation

Pan, Kaikai; Wang, Zhiyun; Dong, Jingwei; Palensky, Peter et al.

Ingår i IEEE Transactions on Industrial Electronics, s. 3228-3232, 2025

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• DOI för Real-Time Estimation and Defense of PV Inverter Sensor Attacks With Hardware Implementation

Fiber Activation in Bipolar Deep Brain Stimulation: A Patient Case Study

Frigge, Anna F.; Jiltsova, Elena; Olsson, Fredrik; Nyholm, Dag et al.

Ingår i IFAC-PapersOnLine, s. 361-366, 2025

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• DOI för Fiber Activation in Bipolar Deep Brain Stimulation: A Patient Case Study
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MATLAB software for recursive identification of Wiener Systems: Revision 3

Wigren, Torbjörn

2025

Rapport

• Ladda ner fulltext (zip) av MATLAB software for recursive identification of Wiener Systems: Revision 3

Error Reduction in Leukemia Machine Learning Classification With Conformal Prediction

Lysenkova, Mariya; Zachariah, Dave; Krali, Olga; Nordlund, Jessica

Ingår i JCO Clinical Cancer Informatics, 2025

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• DOI för Error Reduction in Leukemia Machine Learning Classification With Conformal Prediction
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Exploring the feasibility of olfactory brain-computer interfaces

Rajabi, Nona; Zanettin, Irene; Ribeiro, Antônio H.; Vasco, Miguel et al.

Ingår i Scientific Reports, 2025

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• DOI för Exploring the feasibility of olfactory brain-computer interfaces
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Accelerating aqueous electrolyte design with automated full-cell battery experimentation and Bayesian optimization

Yik, Jackie; Hvarfner, Carl; Sjölund, Jens; Berg, Erik J. et al.

Ingår i Cell Reports Physical Science, 2025

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• DOI för Accelerating aqueous electrolyte design with automated full-cell battery experimentation and Bayesian optimization
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On the impossibility of universally ethical AI

Eriksson, Lovisa

Ingår i Book of abstracts, s. 78-79, 2025

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Identifiability of phenotypic adaptation from low-cell-count experiments and a stochastic model

Browning, Alexander P.; Crossley, Rebecca M.; Villa, Chiara; Maini, Philip K. et al.

Ingår i PloS Computational Biology, 2025

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• DOI för Identifiability of phenotypic adaptation from low-cell-count experiments and a stochastic model
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Automated explanation of machine learning models of footballing actions in words

Rahimian, Pegah; Flisar, Jernej; Sumpter, David J. T.

Ingår i Journal of Sports Analytics, 2025

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• DOI för Automated explanation of machine learning models of footballing actions in words
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Closed-form expressions for the pure time delay in terms of the input and output Laguerre spectra

Medvedev, Alexander

Ingår i Automatica, 2024

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• DOI för Closed-form expressions for the pure time delay in terms of the input and output Laguerre spectra
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Cycles in Impulsive Goodwin's Oscillators of arbitrary order☆

Proskurnikov, Anton V.; Runvik, Håkan; Medvedev, Alexander

Ingår i Automatica, 2024

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• DOI för Cycles in Impulsive Goodwin's Oscillators of arbitrary order☆
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Spike sorting in the presence of stimulation artifacts: a dynamical control systems approach

Shokri, Mohammad; Gogliettino, Alex R.; Hottowy, Pawel; Sher, Alexander et al.

Ingår i Journal of Neural Engineering, 2024

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• DOI för Spike sorting in the presence of stimulation artifacts: a dynamical control systems approach
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Sharing Four Biscuits Between Three People: An Illustrative Example of How Mathematics is Intertwined with Human Values

Sumpter, Lovisa; Sumpter, David

Ingår i Journal of Humanistic Mathematics, s. 74-93, 2024

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• DOI för Sharing Four Biscuits Between Three People: An Illustrative Example of How Mathematics is Intertwined with Human Values
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Two New Algorithms for Maximum Likelihood Estimation of Sparse Covariance Matrices With Applications to Graphical Modeling

Fatima, Ghania; Babu, Prabhu; Stoica, Petre

Ingår i IEEE Transactions on Signal Processing, s. 958-971, 2024

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• DOI för Two New Algorithms for Maximum Likelihood Estimation of Sparse Covariance Matrices With Applications to Graphical Modeling

Safe Reinforcement Learning in Uncertain Contexts

Baumann, Dominik; Schön, Thomas B.

Ingår i IEEE Transactions on robotics, s. 1828-1841, 2024

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• DOI för Safe Reinforcement Learning in Uncertain Contexts

Spatio-temporal modelling of the effects of the COVID-19 pandemic on electricity consumption patterns in Stockholm, Sweden

van Zoest, Vera; Lindberg, Carl; El Gohary, Fouad; Bartusch, Cajsa

Ingår i Science Talks, 2024

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• DOI för Spatio-temporal modelling of the effects of the COVID-19 pandemic on electricity consumption patterns in Stockholm, Sweden
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Gaussian-Based Parametric Bijections for Automatic Projection Filters

Emzir, Muhammad F.; Zhao, Zheng; Cheded, Lahouari; Särkkä, Simo

Ingår i IEEE Transactions on Automatic Control, s. 3449-3456, 2024

Artikel i tidskrift

• DOI för Gaussian-Based Parametric Bijections for Automatic Projection Filters

Convergence in Delayed Recursive Identification of Nonlinear Systems

Wigren, Torbjörn

2024

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Delay Attack and Detection in Feedback Linearized Control Systems

Wigren, Torbjörn

2024

Konferensbidrag

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Logarithmic Feedback Control of Passive Interference

Wigren, Torbjörn

2024

Konferensbidrag

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Automated data transfer for digital twin applications: Two case studies

Molin, Hanna; Warff, Christoffer; Lindblom, Erik; Arnell, Magnus et al.

Ingår i Water environment research, 2024

Artikel i tidskrift

• DOI för Automated data transfer for digital twin applications: Two case studies
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Integration of feedback and feed-forward techniques in reinforcement learning

Wigren, Torbjörn

2024

Övrigt

• Ladda ner fulltext (pdf) av Integration of feedback and feed-forward techniques in reinforcement learning

Linearizing control of non-linear Wiener systems

Wigren, Torbjörn

2024

Övrigt

• Ladda ner fulltext (pdf) av Linearizing control of non-linear Wiener systems

Fundamental low frequency limitations in networked control

Wigren, Torbjörn

2024

Övrigt

• Ladda ner fulltext (pdf) av Fundamental low frequency limitations in networked control

Average power control for RF EMF compliance

Wigren, Torbjörn

2024

Övrigt

• Ladda ner fulltext (pdf) av Average power control for RF EMF compliance

Delay attack and detection in cyber secure feedback control systems

Wigren, Torbjörn

2024

Övrigt

• Ladda ner fulltext (pdf) av Delay attack and detection in cyber secure feedback control systems

Wideband interference estimation with advanced receivers

Wigren, Torbjörn

2024

Övrigt

• Ladda ner fulltext (pdf) av Wideband interference estimation with advanced receivers

Wireless data flow control

Wigren, Torbjörn

2024

Övrigt

• Ladda ner fulltext (pdf) av Wireless data flow control

Speech coding, audio signal processing, echo cancellation and source separation

Wigren, Torbjörn

2024

Övrigt

• Ladda ner fulltext (pdf) av Speech coding, audio signal processing, echo cancellation and source separation

Stability based ammonium control in waste water treatment

Wigren, Torbjörn

2024

Övrigt

• Ladda ner fulltext (pdf) av Stability based ammonium control in waste water treatment

Passive state estimation of air vehicles

Wigren, Torbjörn

2024

Övrigt

• Ladda ner fulltext (pdf) av Passive state estimation of air vehicles

Recursive identification of nonlinear Wiener systems

Wigren, Torbjörn

2024

Övrigt

• Ladda ner fulltext (pdf) av Recursive identification of nonlinear Wiener systems

Scheduling and power control for cellular radio systems

Wigren, Torbjörn

2024

Övrigt

• Ladda ner fulltext (pdf) av Scheduling and power control for cellular radio systems

Sensor array and narrowband signal processing

Wigren, Torbjörn

2024

Övrigt

• Ladda ner fulltext (pdf) av Sensor array and narrowband signal processing

Recursive identification of non-linear systems using differential equation models

Wigren, Torbjörn

2024

Övrigt

• Ladda ner fulltext (pdf) av Recursive identification of non-linear systems using differential equation models

Non-linear identification of periodic signals

Wigren, Torbjörn

2024

Övrigt

• Ladda ner fulltext (pdf) av Non-linear identification of periodic signals

Non-linear identification and adaptive control in anaesthesia

Wigren, Torbjörn

2024

Övrigt

• Ladda ner fulltext (pdf) av Non-linear identification and adaptive control in anaesthesia

Non-linear system identification in systems biology

Wigren, Torbjörn

2024

Övrigt

• Ladda ner fulltext (pdf) av Non-linear system identification in systems biology

Networked control with saturation and delay

Wigren, Torbjörn

2024

Övrigt

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Networked recursive identification of nonlinear systems

Wigren, Torbjörn

2024

Övrigt

• Ladda ner fulltext (pdf) av Networked recursive identification of nonlinear systems

Location technology for cellular systems

Wigren, Torbjörn

2024

Övrigt

• Ladda ner fulltext (pdf) av Location technology for cellular systems

Identification and estimation using quantized output signal measurements

Wigren, Torbjörn

2024

Övrigt

• Ladda ner fulltext (pdf) av Identification and estimation using quantized output signal measurements

Identification and control of selective catalytic reduction systems

Wigren, Torbjörn

2024

Övrigt

• Ladda ner fulltext (pdf) av Identification and control of selective catalytic reduction systems

Identification and control of non-linear solar collector plants with varying delay

Wigren, Torbjörn

2024

Övrigt

• Ladda ner fulltext (pdf) av Identification and control of non-linear solar collector plants with varying delay

Global convergence of blind adaptation algorithms

Wigren, Torbjörn

2024

Övrigt

• Ladda ner fulltext (pdf) av Global convergence of blind adaptation algorithms

Risk Assessment of Stealthy Attacks on Uncertain Control Systems

Coimbatore Anand, Sribalaji; Teixeira, André; Ahlén, Anders

Ingår i IEEE Transactions on Automatic Control, s. 3214-3221, 2024

Artikel i tidskrift

• DOI för Risk Assessment of Stealthy Attacks on Uncertain Control Systems

Round Trip Time based UAV State Estimation

Wigren, Torbjörn; Yasini, Sholeh

Ingår i Proceedings of European Control Conference, s. 3776-3782, 2024

Konferensbidrag

Uncertainty Estimation with Recursive Feature Machines

Gedon, Daniel; Abedsoltan, Amirhesam; Schön, Thomas B.; Belkin, Mikhail

2024

Konferensbidrag

Properties of the 'friend of a friend' model for network generation

Lo, Tiffany Y. Y.; Levens, Watson; Sumpter, David J. T.

Ingår i Journal of Complex Networks, 2024

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• DOI för Properties of the 'friend of a friend' model for network generation
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Simulating BRAFV600E-MEK-ERK signalling dynamics in response to vertical inhibition treatment strategies

De Carli, Alice; Kapelyukh, Yury; Kursawe, Jochen; Chaplain, Mark A. J. et al.

Ingår i npj Systems Biology and Applications, 2024

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• DOI för Simulating BRAFV600E-MEK-ERK signalling dynamics in response to vertical inhibition treatment strategies
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Minimum jointly structural input and output selection☆

Ramos, Guilherme; Aguiar, A. Pedro; Pequito, Sergio

Ingår i Automatica, 2024

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• DOI för Minimum jointly structural input and output selection☆
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Efficient radiation treatment planning based on voxel importance

Mair, Sebastian; Fu, Anqi; Sjölund, Jens

Ingår i Physics in Medicine and Biology, 2024

Artikel i tidskrift

• DOI för Efficient radiation treatment planning based on voxel importance
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Self-supervised Siamese Autoencoders

Baier, Friederike; Mair, Sebastian; G. Fadel, Samuel

Ingår i Advances in Intelligent Data Analysis XXII, s. 117-128, 2024

Konferensbidrag

• DOI för Self-supervised Siamese Autoencoders

Exact Worst-Case Execution-Time Analysis for Implicit Model Predictive Control

Arnström, Daniel; Broman, David; Axehill, Daniel

Ingår i IEEE Transactions on Automatic Control, s. 7190-7196, 2024

Artikel i tidskrift

• DOI för Exact Worst-Case Execution-Time Analysis for Implicit Model Predictive Control

Kullback-Leibler Divergence-Based Tuning of Kalman Filter for Bias Injection Attacks in an Artificial Pancreas System

Tosun, Fatih Emre; Teixeira, André; Ahlén, Anders; Dey, Subhrakanti

Ingår i IFAC-PapersOnLine, s. 508-513, 2024

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• DOI för Kullback-Leibler Divergence-Based Tuning of Kalman Filter for Bias Injection Attacks in an Artificial Pancreas System
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Evaluating regression and probabilistic methods for ECG-based electrolyte prediction

von Bachmann, Philipp; Gedon, Daniel; Gustafsson, Fredrik K.; Ribeiro, Antônio H. et al.

Ingår i Scientific Reports, 2024

Artikel i tidskrift

• DOI för Evaluating regression and probabilistic methods for ECG-based electrolyte prediction
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MPCC: strong stability of weakly nondegenerate S-stationary points

Guenzel, Harald; Hernández Escobar, Daniel; Rueckmann, Jan-J.

Ingår i Optimization, s. 3121-3145, 2024

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• DOI för MPCC: strong stability of weakly nondegenerate S-stationary points
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Privacy-Preserving Average Consensus Through Network Augmentation

Ramos, Guilherme; Aguiar, Antonio Pedro; Kar, Soummya; Pequito, Sergio

Ingår i IEEE Transactions on Automatic Control, s. 6907-6919, 2024

Artikel i tidskrift

• DOI för Privacy-Preserving Average Consensus Through Network Augmentation

Battery Identification With Cubic Spline and Moving Horizon Estimation for Mobile Robots

Shokri, Mohammad; Lyons, Lorenzo; Pequito, Sérgio; Ferranti, Laura

Ingår i IEEE Transactions on Control Systems Technology, s. 1944-1951, 2024

Artikel i tidskrift

• DOI för Battery Identification With Cubic Spline and Moving Horizon Estimation for Mobile Robots

Exploring Metal Electroplating for Energy Storage by Quartz Crystal Microbalance: A Review

Vanoppen, Viktor; Johannsmann, Diethelm; Hou, Xu; Sjölund, Jens et al.

Ingår i ADVANCED SENSOR RESEARCH, 2024

Artikel, forskningsöversikt

• DOI för Exploring Metal Electroplating for Energy Storage by Quartz Crystal Microbalance: A Review
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Structured state-space models are deep Wiener modelsStructured state-space models are deep Wiener models

Bonassi, Fabio; Andersson, Carl; Mattsson, Per; Schön, Thomas B.

Ingår i IFAC-PapersOnLine, s. 247-252, 2024

Artikel i tidskrift

• DOI för Structured state-space models are deep Wiener modelsStructured state-space models are deep Wiener models

On Feynman–Kac training of partial Bayesian neural networks

Zhao, Zheng; Mair, Sebastian; Schön, Thomas B.; Sjölund, Jens

Ingår i Proceedings of the 27th International Conference on Artificial Intelligence and Statistics (AISTATS), s. 3223-3231, 2024

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• Ladda ner fulltext (pdf) av On Feynman–Kac training of partial Bayesian neural networks

Rao-Blackwellized Particle Filter Using Noise Adaptive Kalman Filter for Fully Mixing State-Space Models

Badar, Tabish; Särkkä, Simo; Zhao, Zheng; Visala, Arto

Ingår i IEEE Transactions on Aerospace and Electronic Systems, s. 6972-6982, 2024

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• DOI för Rao-Blackwellized Particle Filter Using Noise Adaptive Kalman Filter for Fully Mixing State-Space Models
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Probabilistic Matching of Real and Generated Data Statistics in Generative Adversarial Networks

Pilar, Philipp; Wahlström, Niklas

Ingår i Transactions on Machine Learning Research, 2024

Artikel i tidskrift

Min-Max Framework for Algorithms in Signal Processing Applications: An Overview

Saini, Astha; Stoica, Peter; Babu, Prabhu; Arora, Aakash

Ingår i Foundations and Trends in Signal Processing, s. 310-389, 2024

Artikel i tidskrift

• DOI för Min-Max Framework for Algorithms in Signal Processing Applications: An Overview

Hallucination Detection in LLMs: Fast and Memory-Efficient Finetuned Models

Arteaga, Gabriel Y.; Schön, Thomas B.; Pielawski, Nicolas

2024

Manuskript (preprint)

• Ladda ner fulltext (pdf) av Hallucination Detection in LLMs: Fast and Memory-Efficient Finetuned Models

Experimental Characterization of a Robust Localization Method Based on UWB Ranging

Brunacci, Valerio; De Angelis, Alessio; Zachariah, Dave

Ingår i 2024 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2024, s. 1-5, 2024

Konferensbidrag

• DOI för Experimental Characterization of a Robust Localization Method Based on UWB Ranging

Robust Estimation of the Covariance Matrix From Data With Outliers

Stoica, Petre; Babu, Prabhu; Varshney, Piyush

Ingår i IEEE Open Journal of Signal Processing, s. 1061-1072, 2024

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• DOI för Robust Estimation of the Covariance Matrix From Data With Outliers
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Neural incomplete factorization: learning preconditioners for the conjugate gradient method

Häusner, Paul; Öktem, Ozan; Sjölund, Jens

Ingår i Transactions on Machine Learning Research, 2024

Artikel i tidskrift

• Ladda ner fulltext (pdf) av Neural incomplete factorization: learning preconditioners for the conjugate gradient method

Reconciling Deep Learning and Control Theory: Recurrent Neural Networks for Indirect Data-Driven Control

Bonassi, Fabio

Ingår i Special Topics in Information Technology, Springer, 2024

Kapitel i bok, del av antologi

• DOI för Reconciling Deep Learning and Control Theory: Recurrent Neural Networks for Indirect Data-Driven Control

Learning Control Affine Neural NARX Models for Internal Model Control Design

Xie, Jing; Bonassi, Fabio; Scattolini, Riccardo

Ingår i IEEE Transactions on Automation Science and Engineering, 2024

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• DOI för Learning Control Affine Neural NARX Models for Internal Model Control Design
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Penalized Likelihood Approach to Covariance Matrix Estimation From Data With Cell Outliers

Stoica, Peter; Babu, Prabhu

Ingår i IEEE Transactions on Signal Processing, s. 5616-5627, 2024

Artikel i tidskrift

• DOI för Penalized Likelihood Approach to Covariance Matrix Estimation From Data With Cell Outliers

Adaptive Robust Learning using Latent Bernoulli Variables

Karakulev, Aleksandr; Zachariah, Dave; Singh, Prashant

Ingår i Proceedings of the 41st International Conference on Machine Learning, s. 23105-23122, 2024

Konferensbidrag

• Ladda ner fulltext (pdf) av Adaptive Robust Learning using Latent Bernoulli Variables

Entropy-regularized diffusion policy with Q-ensembles for offline reinforcement learning

Zhang, Ruoqi; Luo, Ziwei; Sjölund, Jens; Schön, Thomas B. et al.

Ingår i Advances in Neural Information Processing Systems 37 (NeurIPS 2024), 2024

Konferensbidrag

Ising on the Graph: Task-specific Graph Subsampling via the Ising Model

Bånkestad, Maria; Andersson, Jennifer R.; Mair, Sebastian; Sjölund, Jens

Ingår i Proceedings of theThird Learning on Graphs Conference (LoG 2024), 2024

Konferensbidrag

Centrality-based Security Allocation in Networked Control Systems

Nguyen, Anh Tung; Hertzberg, Andreas; Teixeira, André

Ingår i Lecture Notes in Computer Science, Springer Publishing Company, 2024

Kapitel i bok, del av antologi

Can Transformers Smell Like Humans?

Taleb, Farzaneh; Vasco, Miguel; Horta Ribeiro, Antônio; Björkman, Mårten et al.

Ingår i Advances in Neural Information Processing Systems, 2024

Konferensbidrag

Prediction of on-load tap-changer switch time from vibroacoustic measurements by machine learnings

Schiessling, Joachim; Mattsson, Per; Victorin, Erik; Forssén, Cecilia et al.

s. 350-354, 2024

Konferensbidrag

• DOI för Prediction of on-load tap-changer switch time from vibroacoustic measurements by machine learnings

No Double Descent in Principal Component Regression: A High-Dimensional Analysis

Gedon, Daniel; Horta Ribeiro, Antônio; Schön, Thomas B.

Ingår i International Conference on Machine Learning (ICML), 2024

Konferensbidrag

On the Equivalence of Direct and Indirect Data-Driven Predictive Control Approaches

Mattsson, Per; Bonassi, Fabio; Breschi, Valentina; Schön, Thomas B.

Ingår i IEEE Control Systems Letters, s. 796-801, 2024

Artikel i tidskrift

• DOI för On the Equivalence of Direct and Indirect Data-Driven Predictive Control Approaches

NTIRE 2024 restore any image model (RAIM) in the wild challenge

Luo, Ziwei; Gustafsson, Fredrik K.; Zhao, Zheng; Sjölund, Jens et al.

Ingår i 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops CVPRW 2024, s. 6632-6640, 2024

Konferensbidrag

• DOI för NTIRE 2024 restore any image model (RAIM) in the wild challenge

Soft sensor for the dry solid content in thickened primary sludge

Molin, Hanna; Bröndum, Eric; Nilsson, Sara; Mattsson, Per et al.

Ingår i Water Science and Technology, s. 1946-1956, 2024

Artikel i tidskrift

• DOI för Soft sensor for the dry solid content in thickened primary sludge
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