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ORCIDMarta Z. Kwiatkowska
Marta Zofia Kwiatkowska – Marta Kwiatkowska
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- affiliation: University of Oxford, UK
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2020 – today
- 2025
[j92]Tomás Brázdil, Krishnendu Chatterjee
, Martin Chmelik, Vojtech Forejt, Jan Kretínský, Marta Kwiatkowska, Tobias Meggendorfer, David Parker, Mateusz Ujma:
Learning Algorithms for Verification of Markov Decision Processes. TheoretiCS 4 (2025)- [i97]Daqian Shao, Thomas Kleine Buening, Marta Kwiatkowska:
A Unifying Framework for Causal Imitation Learning with Hidden Confounders. CoRR abs/2502.07656 (2025) - [i96]Pian Yu, Yong Li, David Parker, Marta Kwiatkowska:
Planning with Linear Temporal Logic Specifications: Handling Quantifiable and Unquantifiable Uncertainty. CoRR abs/2502.19603 (2025) - [i95]Thomas Kleine Buening, Jiarui Gan, Debmalya Mandal, Marta Kwiatkowska:
Strategyproof Reinforcement Learning from Human Feedback. CoRR abs/2503.09561 (2025) - [i94]Pedro Orvalho, Marta Kwiatkowska:
Are Large Language Models Robust in Understanding Code Against Semantics-Preserving Mutations? CoRR abs/2505.10443 (2025) - [i93]Rajarshi Roy, Yash Pote, David Parker, Marta Kwiatkowska:
Learning Probabilistic Temporal Logic Specifications for Stochastic Systems. CoRR abs/2505.12107 (2025) - [i92]Anton Björklund, Mykola Zaitsev, Marta Kwiatkowska:
Efficient Preimage Approximation for Neural Network Certification. CoRR abs/2505.22798 (2025) - [i91]Daqian Shao, Ashkan Soleymani, Francesco Quinzan, Marta Kwiatkowska:
Double Machine Learning for Conditional Moment Restrictions: IV Regression, Proximal Causal Learning and Beyond. CoRR abs/2506.14950 (2025) - 2024
- [j91]Matthew Wicker, Luca Laurenti, Andrea Patane, Nicola Paoletti, Alessandro Abate, Marta Kwiatkowska:
Probabilistic reach-avoid for Bayesian neural networks. Artif. Intell. 334: 104132 (2024) - [j90]Rui Yan, Gabriel Santos, Gethin Norman, David Parker, Marta Kwiatkowska:
Strategy synthesis for zero-sum neuro-symbolic concurrent stochastic games. Inf. Comput. 300: 105193 (2024) - [j89]Shili Sheng, Pian Yu, David Parker, Marta Kwiatkowska, Lu Feng:
Safe POMDP Online Planning Among Dynamic Agents via Adaptive Conformal Prediction. IEEE Robotics Autom. Lett. 9(11): 9946-9953 (2024) - [c238]Marta Kwiatkowska, Gethin Norman, David Parker, Gabriel Santos:
Expectation vs. Reality: Towards Verification of Psychological Games. Principles of Verification (2) 2024: 166-191 - [c237]Marta Kwiatkowska:
Strategy Synthesis for Partially Observable Stochastic Games with Neural Perception Mechanisms (Invited Talk). CSL 2024: 5:1-5:2 - [c236]Matthew Wicker, Andrea Patane, Luca Laurenti, Marta Kwiatkowska:
Adversarial Robustness Certification for Bayesian Neural Networks. FM (1) 2024: 3-28 - [c235]Rui Yan, Gabriel Santos, Gethin Norman, David Parker, Marta Kwiatkowska:
Partially Observable Stochastic Games with Neural Perception Mechanisms. FM (1) 2024: 363-380 - [c234]Daqian Shao, Ashkan Soleymani, Francesco Quinzan, Marta Kwiatkowska:
Learning Decision Policies with Instrumental Variables through Double Machine Learning. ICML 2024 - [c233]Pian Yu, Shuyang Dong, Shili Sheng, Lu Feng, Marta Kwiatkowska:
Trust-Aware Motion Planning for Human-Robot Collaboration under Distribution Temporal Logic Specifications. ICRA 2024: 12949-12955 - [c232]Pian Yu, Shufang Zhu, Giuseppe De Giacomo, Marta Kwiatkowska, Moshe Y. Vardi:
The Trembling-Hand Problem for LTLf Planning. IJCAI 2024: 3631-3641 - [c231]Jialuo Chen, Jingyi Wang, Xiyue Zhang, Youcheng Sun, Marta Kwiatkowska, Jiming Chen, Peng Cheng:
FAST: Boosting Uncertainty-based Test Prioritization Methods for Neural Networks via Feature Selection. ASE 2024: 895-906 - [c230]Rui Yan, Gabriel Santos, Gethin Norman, David Parker, Marta Kwiatkowska:
HSVI-based online minimax strategies for partially observable stochastic games with neural perception mechanisms. L4DC 2024: 80-91 - [c229]Matthias König, Xiyue Zhang, Holger H. Hoos, Marta Kwiatkowska, Jan N. van Rijn:
Automated Design of Linear Bounding Functions for Sigmoidal Nonlinearities in Neural Networks. ECML/PKDD (7) 2024: 383-398 - [c228]Xiyue Zhang, Benjie Wang, Marta Kwiatkowska:
Provable Preimage Under-Approximation for Neural Networks. TACAS (3) 2024: 3-23 - [i90]Daqian Shao, Lukas Fesser, Marta Kwiatkowska:
STR-Cert: Robustness Certification for Deep Text Recognition on Deep Learning Pipelines and Vision Transformers. CoRR abs/2401.05338 (2024) - [i89]Tomás Brázdil, Krishnendu Chatterjee, Martin Chmelik, Vojtech Forejt, Jan Kretínský, Marta Kwiatkowska, Tobias Meggendorfer, David Parker, Mateusz Ujma:
Learning Algorithms for Verification of Markov Decision Processes. CoRR abs/2403.09184 (2024) - [i88]Jon Vadillo, Roberto Santana, José Antonio Lozano, Marta Kwiatkowska:
Uncertainty-Aware Explanations Through Probabilistic Self-Explainable Neural Networks. CoRR abs/2403.13740 (2024) - [i87]Rui Yan, Gabriel Santos, Gethin Norman, David Parker, Marta Kwiatkowska:
HSVI-based Online Minimax Strategies for Partially Observable Stochastic Games with Neural Perception Mechanisms. CoRR abs/2404.10679 (2024) - [i86]Shili Sheng, Pian Yu, David Parker, Marta Kwiatkowska, Lu Feng:
Safe POMDP Online Planning among Dynamic Agents via Adaptive Conformal Prediction. CoRR abs/2404.15557 (2024) - [i85]Pian Yu, Shufang Zhu, Giuseppe De Giacomo, Marta Kwiatkowska, Moshe Y. Vardi:
The Trembling-Hand Problem for LTLf Planning. CoRR abs/2404.16163 (2024) - [i84]Daqian Shao, Ashkan Soleymani, Francesco Quinzan, Marta Kwiatkowska:
Learning Decision Policies with Instrumental Variables through Double Machine Learning. CoRR abs/2405.08498 (2024) - [i83]Matthias König, Xiyue Zhang, Holger H. Hoos, Marta Kwiatkowska, Jan N. van Rijn:
Automated Design of Linear Bounding Functions for Sigmoidal Nonlinearities in Neural Networks. CoRR abs/2406.10154 (2024) - [i82]Tobias Lorenz, Marta Kwiatkowska, Mario Fritz:
FullCert: Deterministic End-to-End Certification for Training and Inference of Neural Networks. CoRR abs/2406.11522 (2024) - [i81]Xiyue Zhang, Benjie Wang, Marta Kwiatkowska, Huan Zhang:
PREMAP: A Unifying PREiMage APproximation Framework for Neural Networks. CoRR abs/2408.09262 (2024) - [i80]Jialuo Chen, Jingyi Wang, Xiyue Zhang, Youcheng Sun, Marta Kwiatkowska, Jiming Chen, Peng Cheng:
FAST: Boosting Uncertainty-based Test Prioritization Methods for Neural Networks via Feature Selection. CoRR abs/2409.09130 (2024) - [i79]Marta Kwiatkowska, Gethin Norman, David Parker, Gabriel Santos:
Expectation vs. Reality: Towards Verification of Psychological Games. CoRR abs/2411.05599 (2024) - [i78]Xiyue Zhang, Zifan Wang, Yulong Gao, Licio Romao, Alessandro Abate, Marta Kwiatkowska:
Risk-Averse Certification of Bayesian Neural Networks. CoRR abs/2411.19729 (2024) - [i77]Tobias Lorenz, Marta Kwiatkowska, Mario Fritz:
BiCert: A Bilinear Mixed Integer Programming Formulation for Precise Certified Bounds Against Data Poisoning Attacks. CoRR abs/2412.10186 (2024) - 2023
- [j88]Shadi Ghiasi, Andrea Patane, Luca Laurenti, Claudio Gentili, Enzo Pasquale Scilingo, Alberto Greco, Marta Kwiatkowska:
Physiologically-Informed Gaussian Processes for Interpretable Modelling of Psycho-Physiological States. IEEE J. Biomed. Health Informatics 27(8): 3721-3730 (2023) - [c227]Benjie Wang, Marta Kwiatkowska:
Compositional Probabilistic and Causal Inference using Tractable Circuit Models. AISTATS 2023: 9488-9498 - [c226]Tobias Lorenz, Marta Kwiatkowska, Mario Fritz:
Certifiers Make Neural Networks Vulnerable to Availability Attacks. AISec@CCS 2023: 67-78 - [c225]Bengt Jonsson, Marta Kwiatkowska, Igor Walukiewicz:
CONCUR Test-Of-Time Award 2023 (Invited Paper). CONCUR 2023: 1:1-1:2 - [c224]Marta Kwiatkowska, Xiyue Zhang:
When to Trust AI: Advances and Challenges for Certification of Neural Networks. FedCSIS 2023: 25-37 - [c223]Daqian Shao, Marta Kwiatkowska:
Sample Efficient Model-free Reinforcement Learning from LTL Specifications with Optimality Guarantees. IJCAI 2023: 4180-4189 - [i76]Benjie Wang, Marta Kwiatkowska:
Compositional Probabilistic and Causal Inference using Tractable Circuit Models. CoRR abs/2304.08278 (2023) - [i75]Daqian Shao, Marta Kwiatkowska:
Sample Efficient Model-free Reinforcement Learning from LTL Specifications with Optimality Guarantees. CoRR abs/2305.01381 (2023) - [i74]Xiyue Zhang, Benjie Wang, Marta Kwiatkowska:
On Preimage Approximation for Neural Networks. CoRR abs/2305.03686 (2023) - [i73]Matthew Wicker, Andrea Patane, Luca Laurenti, Marta Kwiatkowska:
Adversarial Robustness Certification for Bayesian Neural Networks. CoRR abs/2306.13614 (2023) - [i72]Rui Yan, Gabriel Santos, Gethin Norman, David Parker, Marta Kwiatkowska:
Point-based Value Iteration for Neuro-Symbolic POMDPs. CoRR abs/2306.17639 (2023) - [i71]Marta Kwiatkowska, Xiyue Zhang:
When to Trust AI: Advances and Challenges for Certification of Neural Networks. CoRR abs/2309.11196 (2023) - [i70]Pian Yu, Shuyang Dong, Shili Sheng, Lu Feng, Marta Kwiatkowska:
Trust-Aware Motion Planning for Human-Robot Collaboration under Distribution Temporal Logic Specifications. CoRR abs/2310.01163 (2023) - [i69]Matthew Wicker, Luca Laurenti, Andrea Patane, Nicola Paoletti, Alessandro Abate, Marta Kwiatkowska:
Probabilistic Reach-Avoid for Bayesian Neural Networks. CoRR abs/2310.01951 (2023) - [i68]Rui Yan, Gabriel Santos, Gethin Norman, David Parker, Marta Kwiatkowska:
Partially Observable Stochastic Games with Neural Perception Mechanisms. CoRR abs/2310.11566 (2023) - 2022
- [j87]Marta Kwiatkowska, Gethin Norman, David Parker:
Probabilistic Model Checking and Autonomy. Annu. Rev. Control. Robotics Auton. Syst. 5: 385-410 (2022) - [j86]Andrea Patane, Arno Blaas, Luca Laurenti, Luca Cardelli, Stephen Roberts, Marta Kwiatkowska:
Adversarial Robustness Guarantees for Gaussian Processes. J. Mach. Learn. Res. 23: 146:1-146:55 (2022) - [j85]Max Whitby, Luca Cardelli, Marta Kwiatkowska, Luca Laurenti, Mirco Tribastone, Max Tschaikowski:
PID Control of Biochemical Reaction Networks. IEEE Trans. Autom. Control. 67(2): 1023-1030 (2022) - [c222]Emanuele La Malfa, Marta Kwiatkowska:
The King Is Naked: On the Notion of Robustness for Natural Language Processing. AAAI 2022: 11047-11057 - [c221]Marta Kwiatkowska, Gethin Norman, David Parker, Gabriel Santos:
Symbolic Verification and Strategy Synthesis for Turn-Based Stochastic Games. Principles of Systems Design 2022: 388-406 - [c220]Tobias Lorenz, Marta Kwiatkowska, Mario Fritz:
FullCert: Deterministic End-to-End Certification for Training and Inference of Neural Networks. GCPR (1) 2022: 71-85 - [c219]Clare Lyle, Mark Rowland, Will Dabney, Marta Kwiatkowska, Yarin Gal:
Learning Dynamics and Generalization in Deep Reinforcement Learning. ICML 2022: 14560-14581 - [c218]Benjie Wang, Matthew Wicker, Marta Kwiatkowska:
Tractable Uncertainty for Structure Learning. ICML 2022: 23131-23150 - [c217]Elias Benussi, Andrea Patanè, Matthew Wicker, Luca Laurenti, Marta Kwiatkowska:
Individual Fairness Guarantees for Neural Networks. IJCAI 2022: 651-658 - [c216]Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell:
Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion Attacks. IJCAI 2022: 3022-3028 - [c215]Hjalmar Wijk, Benjie Wang, Marta Kwiatkowska:
Robustness Guarantees for Credal Bayesian Networks via Constraint Relaxation over Probabilistic Circuits. IJCAI 2022: 4885-4892 - [c214]Marta Kwiatkowska, Gethin Norman, David Parker, Gabriel Santos, Rui Yan:
Probabilistic Model Checking for Strategic Equilibria-Based Decision Making: Advances and Challenges (Invited Talk). MFCS 2022: 4:1-4:22 - [c213]Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell:
When are Local Queries Useful for Robust Learning? NeurIPS 2022 - [c212]Marta Kwiatkowska, Gethin Norman, David Parker, Gabriel Santos:
Correlated Equilibria and Fairness in Concurrent Stochastic Games. TACAS (2) 2022: 60-78 - [c211]Rui Yan, Gabriel Santos, Xiaoming Duan, David Parker, Marta Kwiatkowska:
Finite-horizon equilibria for neuro-symbolic concurrent stochastic games. UAI 2022: 2170-2180 - [i67]Marta Kwiatkowska, Gethin Norman, David Parker, Gabriel Santos:
Correlated Equilibria and Fairness in Concurrent Stochastic Games. CoRR abs/2201.09702 (2022) - [i66]Rui Yan, Gabriel Santos, Gethin Norman, David Parker, Marta Kwiatkowska:
Strategy Synthesis for Zero-sum Neuro-symbolic Concurrent Stochastic Games. CoRR abs/2202.06255 (2022) - [i65]Benjie Wang, Matthew Wicker, Marta Kwiatkowska:
Tractable Uncertainty for Structure Learning. CoRR abs/2204.14170 (2022) - [i64]Elias Benussi, Andrea Patane, Matthew Wicker, Luca Laurenti, Marta Kwiatkowska:
Individual Fairness Guarantees for Neural Networks. CoRR abs/2205.05763 (2022) - [i63]Hjalmar Wijk, Benjie Wang, Marta Kwiatkowska:
Robustness Guarantees for Credal Bayesian Networks via Constraint Relaxation over Probabilistic Circuits. CoRR abs/2205.05793 (2022) - [i62]Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell:
Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion Attacks. CoRR abs/2205.06127 (2022) - [i61]Rui Yan, Gabriel Santos, Xiaoming Duan, David Parker, Marta Kwiatkowska:
Finite-horizon Equilibria for Neuro-symbolic Concurrent Stochastic Games. CoRR abs/2205.07546 (2022) - [i60]Clare Lyle, Mark Rowland, Will Dabney, Marta Kwiatkowska, Yarin Gal:
Learning Dynamics and Generalization in Reinforcement Learning. CoRR abs/2206.02126 (2022) - [i59]Marta Kwiatkowska, Gethin Norman, David Parker, Gabriel Santos, Rui Yan:
Probabilistic Model Checking for Strategic Equilibria-based Decision Making: Advances and Challenges. CoRR abs/2206.15148 (2022) - [i58]Aleksandar Petrov, Marta Kwiatkowska:
Robustness of Unsupervised Representation Learning without Labels. CoRR abs/2210.04076 (2022) - [i57]Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell:
When are Local Queries Useful for Robust Learning? CoRR abs/2210.06089 (2022) - [i56]Marta Kwiatkowska, Gethin Norman, David Parker, Gabriel Santos:
Symbolic Verification and Strategy Synthesis for Turn-based Stochastic Games. CoRR abs/2211.06141 (2022) - [i55]Artem Velikzhanin, Benjie Wang, Marta Kwiatkowska:
Bayesian Network Models of Causal Interventions in Healthcare Decision Making: Literature Review and Software Evaluation. CoRR abs/2211.15258 (2022) - 2021
- [j84]Alessandro Abate, Julian Gutierrez, Lewis Hammond, Paul Harrenstein, Marta Kwiatkowska, Muhammad Najib, Giuseppe Perelli, Thomas Steeples, Michael J. Wooldridge:
Rational verification: game-theoretic verification of multi-agent systems. Appl. Intell. 51(9): 6569-6584 (2021) - [j83]Luca Cardelli, Marta Kwiatkowska, Luca Laurenti:
A Language for Modeling and Optimizing Experimental Biological Protocols. Comput. 9(10): 107 (2021) - [j82]Marta Kwiatkowska:
The EATCS Award 2021 - Laudatio for Toniann (Toni) Pitassi. Bull. EATCS 134 (2021) - [j81]Marta Kwiatkowska, Gethin Norman, David Parker, Gabriel Santos:
Automatic verification of concurrent stochastic systems. Formal Methods Syst. Des. 58(1-2): 188-250 (2021) - [j80]Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell:
On the Hardness of Robust Classification. J. Mach. Learn. Res. 22: 273:1-273:29 (2021) - [j79]Alessandro Abate, Roman Andriushchenko, Milan Ceska, Marta Kwiatkowska:
Adaptive formal approximations of Markov chains. Perform. Evaluation 148: 102207 (2021) - [j78]Luca Laurenti, Morteza Lahijanian, Alessandro Abate, Luca Cardelli, Marta Kwiatkowska:
Formal and Efficient Synthesis for Continuous-Time Linear Stochastic Hybrid Processes. IEEE Trans. Autom. Control. 66(1): 17-32 (2021) - [c210]Matthew Wicker, Luca Laurenti, Andrea Patane, Zhuotong Chen, Zheng Zhang, Marta Kwiatkowska:
Bayesian Inference with Certifiable Adversarial Robustness. AISTATS 2021: 2431-2439 - [c209]Emanuele La Malfa, Rhiannon Michelmore, Agnieszka M. Zbrzezny, Nicola Paoletti, Marta Kwiatkowska:
On Guaranteed Optimal Robust Explanations for NLP Models. IJCAI 2021: 2658-2665 - [c208]Benjie Wang, Clare Lyle, Marta Kwiatkowska:
Provable Guarantees on the Robustness of Decision Rules to Causal Interventions. IJCAI 2021: 4258-4265 - [c207]Matthew Wicker, Luca Laurenti, Andrea Patane, Nicola Paoletti, Alessandro Abate, Marta Kwiatkowska:
Certification of iterative predictions in Bayesian neural networks. UAI 2021: 1713-1723 - [i54]Matthew Wicker, Luca Laurenti, Andrea Patane, Zhoutong Chen, Zheng Zhang, Marta Kwiatkowska:
Bayesian Inference with Certifiable Adversarial Robustness. CoRR abs/2102.05289 (2021) - [i53]Andrea Patane, Arno Blaas, Luca Laurenti, Luca Cardelli, Stephen J. Roberts, Marta Kwiatkowska:
Adversarial Robustness Guarantees for Gaussian Processes. CoRR abs/2104.03180 (2021) - [i52]Emanuele La Malfa, Agnieszka Zbrzezny, Rhiannon Michelmore, Nicola Paoletti, Marta Kwiatkowska:
On Guaranteed Optimal Robust Explanations for NLP Models. CoRR abs/2105.03640 (2021) - [i51]Benjie Wang, Clare Lyle, Marta Kwiatkowska:
Provable Guarantees on the Robustness of Decision Rules to Causal Interventions. CoRR abs/2105.09108 (2021) - [i50]Matthew Wicker, Luca Laurenti, Andrea Patane, Nicola Paoletti, Alessandro Abate, Marta Kwiatkowska:
Certification of Iterative Predictions in Bayesian Neural Networks. CoRR abs/2105.10134 (2021) - [i49]Tobias Lorenz, Marta Kwiatkowska, Mario Fritz:
Backdoor Attacks on Network Certification via Data Poisoning. CoRR abs/2108.11299 (2021) - [i48]Marta Kwiatkowska, Gethin Norman, David Parker:
Probabilistic Model Checking and Autonomy. CoRR abs/2111.10630 (2021) - [i47]Emanuele La Malfa, Marta Kwiatkowska:
The King is Naked: on the Notion of Robustness for Natural Language Processing. CoRR abs/2112.07605 (2021) - 2020
- [j77]Marta Kwiatkowska, Éva Tardos, Johan Håstad:
The EATCS Award 2021 - Call for Nominations. Bull. EATCS 132 (2020) - [j76]Min Wu, Matthew Wicker, Wenjie Ruan, Xiaowei Huang, Marta Kwiatkowska:
A game-based approximate verification of deep neural networks with provable guarantees. Theor. Comput. Sci. 807: 298-329 (2020) - [c206]Arno Blaas, Andrea Patane, Luca Laurenti, Luca Cardelli, Marta Kwiatkowska, Stephen J. Roberts:
Adversarial Robustness Guarantees for Classification with Gaussian Processes. AISTATS 2020: 3372-3382 - [c205]Marta Kwiatkowska, Gethin Norman, David Parker, Gabriel Santos:
PRISM-games 3.0: Stochastic Game Verification with Concurrency, Equilibria and Time. CAV (2) 2020: 475-487 - [c204]Kyriakos Polymenakos, Luca Laurenti, Andrea Patane, Jan-Peter Calliess, Luca Cardelli, Marta Kwiatkowska, Alessandro Abate, Stephen J. Roberts:
Safety Guarantees for Iterative Predictions with Gaussian Processes. CDC 2020: 3187-3193 - [c203]Min Wu, Marta Kwiatkowska:
Robustness Guarantees for Deep Neural Networks on Videos. CVPR 2020: 308-317 - [c202]Shadi Ghiasi, Andrea Patanè, Alberto Greco, Luca Laurenti, Enzo Pasquale Scilingo, Marta Z. Kwiatkowska:
Gaussian Processes with Physiologically-Inspired Priors for Physical Arousal Recognition. EMBC 2020: 54-57 - [c201]Emanuele La Malfa, Min Wu, Luca Laurenti, Benjie Wang, Anthony Hartshorn, Marta Kwiatkowska:
Assessing Robustness of Text Classification through Maximal Safe Radius Computation. EMNLP (Findings) 2020: 2949-2968 - [c200]Amy Zhang, Clare Lyle, Shagun Sodhani, Angelos Filos, Marta Kwiatkowska, Joelle Pineau, Yarin Gal, Doina Precup:
Invariant Causal Prediction for Block MDPs. ICML 2020: 11214-11224 - [c199]Rhiannon Michelmore, Matthew Wicker, Luca Laurenti, Luca Cardelli, Yarin Gal, Marta Kwiatkowska:
Uncertainty Quantification with Statistical Guarantees in End-to-End Autonomous Driving Control. ICRA 2020: 7344-7350 - [c198]Marta Kwiatkowska:
Safety and Robustness for Deep Learning with Provable Guarantees. ASE 2020: 1-3 - [c197]Marta Kwiatkowska, Gethin Norman, David Parker, Gabriel Santos:
Multi-player Equilibria Verification for Concurrent Stochastic Games. QEST 2020: 74-95 - [c196]Matthew Wicker, Luca Laurenti, Andrea Patane, Marta Kwiatkowska:
Probabilistic Safety for Bayesian Neural Networks. UAI 2020: 1198-1207 - [i46]Amy Zhang, Clare Lyle, Shagun Sodhani, Angelos Filos, Marta Kwiatkowska, Joelle Pineau, Yarin Gal, Doina Precup:
Invariant Causal Prediction for Block MDPs. CoRR abs/2003.06016 (2020) - [i45]Matthew Wicker, Luca Laurenti, Andrea Patane, Marta Kwiatkowska:
Probabilistic Safety for Bayesian Neural Networks. CoRR abs/2004.10281 (2020) - [i44]Clare Lyle, Mark van der Wilk, Marta Kwiatkowska, Yarin Gal, Benjamin Bloem-Reddy:
On the Benefits of Invariance in Neural Networks. CoRR abs/2005.00178 (2020) - [i43]Marta Kwiatkowska, Gethin Norman, David Parker, Gabriel Santos:
Multi-player Equilibria Verification for Concurrent Stochastic Games. CoRR abs/2007.03365 (2020) - [i42]Marta Kwiatkowska, Gethin Norman, David Parker, Gabriel Santos:
Automatic Verification of Concurrent Stochastic Systems. CoRR abs/2008.04613 (2020) - [i41]Emanuele La Malfa, Min Wu, Luca Laurenti, Benjie Wang, Anthony Hartshorn, Marta Kwiatkowska:
Assessing Robustness of Text Classification through Maximal Safe Radius Computation. CoRR abs/2010.02004 (2020)
2010 – 2019
- 2019
- [j75]Artur Czumaj, Marta Kwiatkowska, Éva Tardos:
The EATCS Award 2020 - Call for Nominations. Bull. EATCS 129 (2019) - [j74]Luca Bortolussi, Luca Cardelli, Marta Kwiatkowska, Luca Laurenti:
Central Limit Model Checking. ACM Trans. Comput. Log. 20(4): 19:1-19:35 (2019) - [j73]Xiaowei Huang, Marta Kwiatkowska, Maciej Olejnik:
Reasoning about Cognitive Trust in Stochastic Multiagent Systems. ACM Trans. Comput. Log. 20(4): 21:1-21:64 (2019) - [c195]Luca Cardelli, Marta Kwiatkowska, Luca Laurenti, Andrea Patane:
Robustness Guarantees for Bayesian Inference with Gaussian Processes. AAAI 2019: 7759-7768 - [c194]Marta Kwiatkowska, Gethin Norman, David Parker:
Verification and Control of Turn-Based Probabilistic Real-Time Games. The Art of Modelling Computational Systems 2019: 379-396 - [c193]Francisco Eiras, Morteza Lahijanian, Marta Kwiatkowska:
Correct-by-Construction Advanced Driver Assistance Systems Based on a Cognitive Architecture. CAVS 2019: 1-7 - [c192]Max Whitby, Luca Cardelli, Marta Kwiatkowska, Luca Laurenti, Mirco Tribastone, Max Tschaikowski:
PID Control of Biochemical Reaction Networks. CDC 2019: 8372-8379 - [c191]Marta Z. Kwiatkowska:
Safety Verification for Deep Neural Networks with Provable Guarantees (Invited Paper). CONCUR 2019: 1:1-1:5 - [c190]Matthew Wicker, Marta Kwiatkowska:
Robustness of 3D Deep Learning in an Adversarial Setting. CVPR 2019: 11767-11775 - [c189]Marta Kwiatkowska, Gethin Norman, David Parker, Gabriel Santos:
Equilibria-Based Probabilistic Model Checking for Concurrent Stochastic Games. FM 2019: 298-315 - [c188]Nathalie Cauchi, Luca Laurenti, Morteza Lahijanian, Alessandro Abate, Marta Kwiatkowska, Luca Cardelli:
Efficiency through uncertainty: scalable formal synthesis for stochastic hybrid systems. HSCC 2019: 240-251 - [c187]Benjamin Aminof, Marta Kwiatkowska, Bastien Maubert, Aniello Murano, Sasha Rubin:
Probabilistic Strategy Logic. IJCAI 2019: 32-38 - [c186]Luca Cardelli, Marta Kwiatkowska, Luca Laurenti, Nicola Paoletti, Andrea Patane, Matthew Wicker:
Statistical Guarantees for the Robustness of Bayesian Neural Networks. IJCAI 2019: 5693-5700 - [c185]Wenjie Ruan, Min Wu, Youcheng Sun, Xiaowei Huang, Daniel Kroening, Marta Kwiatkowska:
Global Robustness Evaluation of Deep Neural Networks with Provable Guarantees for the Hamming Distance. IJCAI 2019: 5944-5952 - [c184]Min Wu, Tyron Louw, Morteza Lahijanian, Wenjie Ruan, Xiaowei Huang, Natasha Merat, Marta Kwiatkowska:
Gaze-based Intention Anticipation over Driving Manoeuvres in Semi-Autonomous Vehicles. IROS 2019: 6210-6216 - [c183]Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell:
On the Hardness of Robust Classification. NeurIPS 2019: 7444-7453 - [c182]Marta Kwiatkowska:
Safety and robustness for deep learning with provable guarantees (keynote). ESEC/SIGSOFT FSE 2019: 2 - [i40]Nathalie Cauchi, Luca Laurenti, Morteza Lahijanian, Alessandro Abate, Marta Kwiatkowska, Luca Cardelli:
Efficiency through Uncertainty: Scalable Formal Synthesis for Stochastic Hybrid Systems. CoRR abs/1901.01576 (2019) - [i39]Luca Cardelli, Marta Kwiatkowska, Luca Laurenti, Nicola Paoletti, Andrea Patane, Matthew Wicker:
Statistical Guarantees for the Robustness of Bayesian Neural Networks. CoRR abs/1903.01980 (2019) - [i38]Max Whitby, Luca Cardelli, Marta Kwiatkowska, Luca Laurenti, Mirco Tribastone, Max Tschaikowski:
PID Control of Biochemical Reaction Networks. CoRR abs/1903.10390 (2019) - [i37]Matthew Wicker, Marta Kwiatkowska:
Robustness of 3D Deep Learning in an Adversarial Setting. CoRR abs/1904.00923 (2019) - [i36]Xiaowei Huang, Marta Kwiatkowska, Maciej Olejnik:
Reasoning about Cognitive Trust in Stochastic Multiagent Systems. CoRR abs/1905.06627 (2019) - [i35]Arno Blaas, Luca Laurenti, Andrea Patane, Luca Cardelli, Marta Kwiatkowska, Stephen J. Roberts:
Robustness Quantification for Classification with Gaussian Processes. CoRR abs/1905.11876 (2019) - [i34]Marta Kwiatkowska, Gethin Norman, David Parker:
Verification and Control of Turn-Based Probabilistic Real-Time Games. CoRR abs/1906.09142 (2019) - [i33]Min Wu, Marta Kwiatkowska:
Robustness Guarantees for Deep Neural Networks on Videos. CoRR abs/1907.00098 (2019) - [i32]Francisco Eiras, Morteza Lahijanian, Marta Kwiatkowska:
Correct-by-Construction Advanced Driver Assistance Systems based on a Cognitive Architecture. CoRR abs/1907.09603 (2019) - [i31]Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell:
On the Hardness of Robust Classification. CoRR abs/1909.05822 (2019) - [i30]Rhiannon Michelmore, Matthew Wicker, Luca Laurenti, Luca Cardelli, Yarin Gal, Marta Kwiatkowska:
Uncertainty Quantification with Statistical Guarantees in End-to-End Autonomous Driving Control. CoRR abs/1909.09884 (2019) - [i29]Kyriakos Polymenakos, Luca Laurenti, Andrea Patane, Jan-Peter Calliess, Luca Cardelli, Marta Kwiatkowska, Alessandro Abate, Stephen J. Roberts:
Safety Guarantees for Planning Based on Iterative Gaussian Processes. CoRR abs/1912.00071 (2019) - [i28]Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell:
On the Hardness of Robust Classification. Electron. Colloquium Comput. Complex. TR19 (2019) - 2018
- [j72]Nicolas Basset, Marta Z. Kwiatkowska, Clemens Wiltsche:
Compositional strategy synthesis for stochastic games with multiple objectives. Inf. Comput. 261: 536-587 (2018) - [j71]Radu Calinescu, Milan Ceska, Simos Gerasimou, Marta Kwiatkowska, Nicola Paoletti:
Efficient synthesis of robust models for stochastic systems. J. Syst. Softw. 143: 140-158 (2018) - [j70]Radu Calinescu, Milan Ceska, Simos Gerasimou, Marta Kwiatkowska, Nicola Paoletti:
Erratum to "Efficient synthesis of robust models for stochastic systems" [The Journal of Systems & Software 143 (2018) 140-158]. J. Syst. Softw. 145: 195 (2018) - [j69]Luca Cardelli, Marta Kwiatkowska, Max Whitby:
Chemical reaction network designs for asynchronous logic circuits. Nat. Comput. 17(1): 109-130 (2018) - [j68]Luca Cardelli, Marta Kwiatkowska, Luca Laurenti:
Programming discrete distributions with chemical reaction networks. Nat. Comput. 17(1): 131-145 (2018) - [j67]Morteza Lahijanian, María Svorenová, Akshay A. Morye, Brian Yeomans, Dushyant Rao, Ingmar Posner, Paul Newman, Hadas Kress-Gazit, Marta Kwiatkowska:
Resource-Performance Tradeoff Analysis for Mobile Robots. IEEE Robotics Autom. Lett. 3(3): 1840-1847 (2018) - [j66]Marta Kwiatkowska, David Parker, Clemens Wiltsche:
PRISM-games: verification and strategy synthesis for stochastic multi-player games with multiple objectives. Int. J. Softw. Tools Technol. Transf. 20(2): 195-210 (2018) - [j65]Nicola Paoletti, Andrea Patanè, Marta Kwiatkowska:
Closed-Loop Quantitative Verification of Rate-Adaptive Pacemakers. ACM Trans. Cyber Phys. Syst. 2(4): 33:1-33:31 (2018) - [j64]Aleksandra Jovanovic, Marta Kwiatkowska:
Parameter synthesis for probabilistic timed automata using stochastic game abstractions. Theor. Comput. Sci. 735: 64-81 (2018) - [c181]Andrea Patane, Shadi Ghiasi, Enzo Pasquale Scilingo, Marta Kwiatkowska:
Automated Recognition of Sleep Arousal Using Multimodal and Personalized Deep Ensembles of Neural Networks. CinC 2018: 1-4 - [c180]Alessandro Abate, Luca Cardelli, Marta Kwiatkowska, Luca Laurenti, Boyan Yordanov:
Experimental Biological Protocols with Formal Semantics. CMSB 2018: 165-182 - [c179]Wenjie Ruan, Xiaowei Huang, Marta Kwiatkowska:
Reachability Analysis of Deep Neural Networks with Provable Guarantees. IJCAI 2018: 2651-2659 - [c178]Youcheng Sun, Min Wu, Wenjie Ruan, Xiaowei Huang, Marta Kwiatkowska, Daniel Kroening:
Concolic testing for deep neural networks. ASE 2018: 109-119 - [c177]Andrea Patanè, Marta Kwiatkowska:
Calibrating the Classifier: Siamese Neural Network Architecture for End-to-End Arousal Recognition from ECG. LOD 2018: 1-13 - [c176]Marta Kwiatkowska, Gethin Norman, David Parker, Gabriel Santos:
Automated Verification of Concurrent Stochastic Games. QEST 2018: 223-239 - [c175]Simon Eberz, Giulio Lovisotto, Andrea Patane, Marta Kwiatkowska, Vincent Lenders, Ivan Martinovic:
When Your Fitness Tracker Betrays You: Quantifying the Predictability of Biometric Features Across Contexts. IEEE Symposium on Security and Privacy 2018: 889-905 - [c174]Matthew Wicker, Xiaowei Huang, Marta Kwiatkowska:
Feature-Guided Black-Box Safety Testing of Deep Neural Networks. TACAS (1) 2018: 408-426 - [p6]Christel Baier, Luca de Alfaro, Vojtech Forejt, Marta Kwiatkowska:
Model Checking Probabilistic Systems. Handbook of Model Checking 2018: 963-999 - [i27]Wenjie Ruan, Min Wu, Youcheng Sun, Xiaowei Huang, Daniel Kroening, Marta Kwiatkowska:
Global Robustness Evaluation of Deep Neural Networks with Provable Guarantees for L0 Norm. CoRR abs/1804.05805 (2018) - [i26]Luca Bortolussi, Luca Cardelli, Marta Kwiatkowska, Luca Laurenti:
Central Limit Model Checking. CoRR abs/1804.08744 (2018) - [i25]Youcheng Sun, Min Wu, Wenjie Ruan, Xiaowei Huang, Marta Kwiatkowska, Daniel Kroening:
Concolic Testing for Deep Neural Networks. CoRR abs/1805.00089 (2018) - [i24]Wenjie Ruan, Xiaowei Huang, Marta Kwiatkowska:
Reachability Analysis of Deep Neural Networks with Provable Guarantees. CoRR abs/1805.02242 (2018) - [i23]Min Wu, Matthew Wicker, Wenjie Ruan, Xiaowei Huang, Marta Kwiatkowska:
A Game-Based Approximate Verification of Deep Neural Networks with Provable Guarantees. CoRR abs/1807.03571 (2018) - [i22]Luca Cardelli, Marta Kwiatkowska, Luca Laurenti, Andrea Patane:
Robustness Guarantees for Bayesian Inference with Gaussian Processes. CoRR abs/1809.06452 (2018) - [i21]Rhiannon Michelmore, Marta Kwiatkowska, Yarin Gal:
Evaluating Uncertainty Quantification in End-to-End Autonomous Driving Control. CoRR abs/1811.06817 (2018) - [i20]Marta Kwiatkowska, Gethin Norman, David Parker, Gabriel Santos:
Equilibria-based Probabilistic Model Checking for Concurrent Stochastic Games. CoRR abs/1811.07145 (2018) - 2017
- [j63]Milan Ceska, Frits Dannenberg, Nicola Paoletti, Marta Kwiatkowska, Lubos Brim:
Precise parameter synthesis for stochastic biochemical systems. Acta Informatica 54(6): 589-623 (2017) - [j62]Aleksandra Jovanovic, Marta Kwiatkowska, Gethin Norman, Quentin Peyras:
Symbolic optimal expected time reachability computation and controller synthesis for probabilistic timed automata. Theor. Comput. Sci. 669: 1-21 (2017) - [c173]Xiaowei Huang, Marta Zofia Kwiatkowska:
Reasoning about Cognitive Trust in Stochastic Multiagent Systems. AAAI 2017: 3768-3774 - [c172]Azlan B. Ismail, Marta Kwiatkowska:
Synthesizing Pareto Optimal Decision for Autonomic Clouds Using Stochastic Games Model Checking. APSEC 2017: 436-445 - [c171]Chris Chilton, Marta Z. Kwiatkowska, Faron Moller, Xu Wang:
A Specification Theory of Real-Time Processes. Concurrency, Security, and Puzzles 2017: 18-38 - [c170]Marta Kwiatkowska, Gethin Norman, David Parker:
Symbolic Verification and Strategy Synthesis for Linearly-Priced Probabilistic Timed Automata. Models, Algorithms, Logics and Tools 2017: 289-309 - [c169]Xiaowei Huang, Marta Kwiatkowska, Sen Wang, Min Wu:
Safety Verification of Deep Neural Networks. CAV (1) 2017: 3-29 - [c168]Luca Cardelli, Milan Ceska, Martin Fränzle, Marta Z. Kwiatkowska, Luca Laurenti, Nicola Paoletti, Max Whitby:
Syntax-Guided Optimal Synthesis for Chemical Reaction Networks. CAV (2) 2017: 375-395 - [c167]Luca Laurenti, Alessandro Abate, Luca Bortolussi, Luca Cardelli, Milan Ceska, Marta Z. Kwiatkowska:
Reachability Computation for Switching Diffusions: Finite Abstractions with Certifiable and Tuneable Precision. HSCC 2017: 55-64 - [c166]Radu Calinescu, Milan Ceska, Simos Gerasimou, Marta Kwiatkowska, Nicola Paoletti:
Designing Robust Software Systems through Parametric Markov Chain Synthesis. ICSA 2017: 131-140 - [c165]Simon Eberz, Nicola Paoletti, Marc Roeschlin, Andrea Patané, Marta Kwiatkowska, Ivan Martinovic:
Broken Hearted: How To Attack ECG Biometrics. NDSS 2017 - [c164]Radu Calinescu, Milan Ceska, Simos Gerasimou, Marta Kwiatkowska, Nicola Paoletti:
RODES: A Robust-Design Synthesis Tool for Probabilistic Systems. QEST 2017: 304-308 - [c163]Marta Kwiatkowska:
Cognitive Reasoning and Trust in Human-Robot Interactions. TAMC 2017: 3-11 - [p5]Radu Calinescu, Marco Autili, Javier Cámara, Antinisca Di Marco, Simos Gerasimou, Paola Inverardi, Alexander Perucci, Nils Jansen, Joost-Pieter Katoen, Marta Z. Kwiatkowska, Ole J. Mengshoel, Romina Spalazzese, Massimo Tivoli:
Synthesis and Verification of Self-aware Computing Systems. Self-Aware Computing Systems 2017: 337-373 - [i19]Matthew Wicker, Xiaowei Huang, Marta Kwiatkowska:
Feature-Guided Black-Box Safety Testing of Deep Neural Networks. CoRR abs/1710.07859 (2017) - [i18]Alessandro Abate, Luca Cardelli, Marta Kwiatkowska, Luca Laurenti, Boyan Yordanov:
Experimental Biological Protocols with Formal Semantics. CoRR abs/1710.08016 (2017) - 2016
- [j61]Luca Cardelli, Marta Kwiatkowska, Luca Laurenti:
Stochastic analysis of Chemical Reaction Networks using Linear Noise Approximation. Biosyst. 149: 26-33 (2016) - [j60]Marta Kwiatkowska:
The Presburger Award for Young Scientists 2017 - Call for Nominations. Bull. EATCS 120 (2016) - [j59]María Svorenová, Marta Kwiatkowska:
Quantitative verification and strategy synthesis for stochastic games. Eur. J. Control 30: 15-30 (2016) - [j58]Marta Kwiatkowska, Moshe Y. Vardi, Ahmed Bouajjani, Thomas Ball:
2014 CAV award announcement. Formal Methods Syst. Des. 48(3): 149-151 (2016) - [j57]Vojtech Forejt, Marta Kwiatkowska, Gethin Norman, Ashutosh Trivedi:
Expected reachability-time games. Theor. Comput. Sci. 631: 139-160 (2016) - [j56]Marta Kwiatkowska, Andrew Phillips, Chris Thachuk:
Preface. Theor. Comput. Sci. 632: 2-3 (2016) - [c162]Xiaowei Huang, Marta Kwiatkowska:
Model Checking Probabilistic Knowledge: A PSPACE Case. AAAI 2016: 2516-2522 - [c161]Morteza Lahijanian, Marta Kwiatkowska:
Social Trust: A Major Challenge for the Future of Autonomous Systems. AAAI Fall Symposia 2016 - [c160]Alessandro Abate, Milan Ceska, Marta Kwiatkowska:
Approximate Policy Iteration for Markov Decision Processes via Quantitative Adaptive Aggregations. ATVA 2016: 13-31 - [c159]Morteza Lahijanian, Marta Z. Kwiatkowska:
Specification revision for Markov decision processes with optimal trade-off. CDC 2016: 7411-7418 - [c158]Luca Cardelli, Marta Kwiatkowska, Luca Laurenti:
A Stochastic Hybrid Approximation for Chemical Kinetics Based on the Linear Noise Approximation. CMSB 2016: 147-167 - [c157]Marta Kwiatkowska:
Advances and challenges of quantitative verification and synthesis for cyber-physical systems. SOSCYPS@CPSWeek 2016: 1-5 - [c156]Luca Cardelli, Marta Kwiatkowska, Luca Laurenti:
Programming Discrete Distributions with Chemical Reaction Networks. DNA 2016: 35-51 - [c155]Luca Cardelli, Marta Kwiatkowska, Max Whitby:
Chemical Reaction Network Designs for Asynchronous Logic Circuits. DNA 2016: 67-81 - [c154]Benoît Barbot, Marta Kwiatkowska, Alexandru Mereacre, Nicola Paoletti:
Building Power Consumption Models from Executable Timed I/O Automata Specifications. HSCC 2016: 195-204 - [c153]Marta Z. Kwiatkowska:
Model Checking and Strategy Synthesis for Stochastic Games: From Theory to Practice. ICALP 2016: 4:1-4:18 - [c152]Chang Hwan Peter Kim, Daniel Kroening, Marta Z. Kwiatkowska:
Static Program Analysis for Identifying Energy Bugs in Graphics-Intensive Mobile Apps. MASCOTS 2016: 115-124 - [c151]Luca Bortolussi, Luca Cardelli, Marta Kwiatkowska, Luca Laurenti:
Approximation of Probabilistic Reachability for Chemical Reaction Networks Using the Linear Noise Approximation. QEST 2016: 72-88 - [c150]Benoît Barbot, Nicolas Basset, Marc Beunardeau, Marta Kwiatkowska:
Uniform Sampling for Timed Automata with Application to Language Inclusion Measurement. QEST 2016: 175-190 - [c149]Milan Ceska, Petr Pilar, Nicola Paoletti, Lubos Brim, Marta Z. Kwiatkowska:
PRISM-PSY: Precise GPU-Accelerated Parameter Synthesis for Stochastic Systems. TACAS 2016: 367-384 - [c148]Marta Kwiatkowska, David Parker, Clemens Wiltsche:
PRISM-Games 2.0: A Tool for Multi-objective Strategy Synthesis for Stochastic Games. TACAS 2016: 560-566 - [i17]Luca Cardelli, Marta Z. Kwiatkowska, Luca Laurenti:
Programming Discrete Distributions with Chemical Reaction Networks. CoRR abs/1601.02578 (2016) - [i16]Vojtech Forejt, Marta Z. Kwiatkowska, Gethin Norman, Ashutosh Trivedi:
Expected Reachability-Time Games. CoRR abs/1604.04435 (2016) - [i15]María Svorenová, Morteza Lahijanian, Akshay A. Morye, Dushyant Rao, Ingmar Posner, Paul Newman, Hadas Kress-Gazit, Marta Kwiatkowska:
Resource-Performance Trade-off Analysis for Mobile Robots. CoRR abs/1609.04888 (2016) - [i14]Xiaowei Huang, Marta Kwiatkowska, Sen Wang, Min Wu:
Safety Verification of Deep Neural Networks. CoRR abs/1610.06940 (2016) - 2015
- [j55]Klaus Dräger, Vojtech Forejt, Marta Z. Kwiatkowska, David Parker, Mateusz Ujma:
Permissive Controller Synthesis for Probabilistic Systems. Log. Methods Comput. Sci. 11(2) (2015) - [j54]Zhenqi Huang, Chuchu Fan, Alexandru Mereacre, Sayan Mitra, Marta Z. Kwiatkowska:
Simulation-Based Verification of Cardiac Pacemakers With Guaranteed Coverage. IEEE Des. Test 32(5): 27-34 (2015) - [j53]Fedor V. Fomin, Marta Z. Kwiatkowska, David Peleg:
40th international colloquium on automata, languages and programming. Inf. Comput. 243: 1 (2015) - [j52]Frits Dannenberg, Marta Z. Kwiatkowska, Chris Thachuk, Andrew J. Turberfield:
DNA walker circuits: computational potential, design, and verification. Nat. Comput. 14(2): 195-211 (2015) - [j51]Frits Dannenberg, Ernst Moritz Hahn, Marta Z. Kwiatkowska:
Computing Cumulative Rewards Using Fast Adaptive Uniformization. ACM Trans. Model. Comput. Simul. 25(2): 9:1-9:23 (2015) - [c147]Benoît Barbot, Marta Z. Kwiatkowska:
On Quantitative Modelling and Verification of DNA Walker Circuits Using Stochastic Petri Nets. Petri Nets 2015: 1-32 - [c146]Alessandro Abate, Lubos Brim, Milan Ceska, Marta Z. Kwiatkowska:
Adaptive Aggregation of Markov Chains: Quantitative Analysis of Chemical Reaction Networks. CAV (1) 2015: 195-213 - [c145]Benoît Barbot, Marta Z. Kwiatkowska, Alexandru Mereacre, Nicola Paoletti:
Estimation and Verification of Hybrid Heart Models for Personalised Medical and Wearable Devices. CMSB 2015: 3-7 - [c144]Luca Cardelli, Marta Z. Kwiatkowska, Luca Laurenti:
Stochastic Analysis of Chemical Reaction Networks Using Linear Noise Approximation. CMSB 2015: 64-76 - [c143]Chris Barker, Marta Z. Kwiatkowska, Alexandru Mereacre, Nicola Paoletti, Andrea Patane:
Hardware-in-the-loop simulation and energy optimization of cardiac pacemakers. EMBC 2015: 7188-7191 - [c142]Aleksandra Jovanovic, Marta Z. Kwiatkowska, Gethin Norman:
Symbolic Minimum Expected Time Controller Synthesis for Probabilistic Timed Automata. FORMATS 2015: 140-155 - [c141]Marta Z. Kwiatkowska, Alexandru Mereacre, Nicola Paoletti, Andrea Patane:
Synthesising Robust and Optimal Parameters for Cardiac Pacemakers Using Symbolic and Evolutionary Computation Techniques. HSB 2015: 119-140 - [c140]Marta Kwiatkowska:
Parameter synthesis for probabilistic real-time systems (Invited Paper). SynCoP 2015: 16-16 - [c139]Nicolas Basset, Marta Z. Kwiatkowska, Ufuk Topcu, Clemens Wiltsche:
Strategy Synthesis for Stochastic Games with Multiple Long-Run Objectives. TACAS 2015: 256-271 - [i13]Luca Laurenti, Luca Cardelli, Marta Z. Kwiatkowska:
Stochastic Analysis of Chemical Reaction Networks Using Linear Noise Approximation. CoRR abs/1506.07861 (2015) - [i12]Samuel Kounev, Xiaoyun Zhu, Jeffrey O. Kephart, Marta Kwiatkowska:
Model-driven Algorithms and Architectures for Self-Aware Computing Systems (Dagstuhl Seminar 15041). Dagstuhl Reports 5(1): 164-196 (2015) - [i11]Antonio Filieri, Marta Kwiatkowska, Sasa Misailovic, Todd Mytkowicz:
Approximate and Probabilistic Computing: Design, Coding, Verification (Dagstuhl Seminar 15491). Dagstuhl Reports 5(11): 151-179 (2015) - 2014
- [j50]Taolue Chen, Marco Diciolla, Marta Z. Kwiatkowska, Alexandru Mereacre:
Quantitative verification of implantable cardiac pacemakers over hybrid heart models. Inf. Comput. 236: 87-101 (2014) - [j49]Chris Chilton, Bengt Jonsson, Marta Z. Kwiatkowska:
Compositional assume-guarantee reasoning for input/output component theories. Sci. Comput. Program. 91: 115-137 (2014) - [j48]Klaus Dräger, Marta Z. Kwiatkowska, David Parker, Hongyang Qu:
Local abstraction refinement for probabilistic timed programs. Theor. Comput. Sci. 538: 37-53 (2014) - [j47]Chris Chilton, Bengt Jonsson, Marta Z. Kwiatkowska:
An algebraic theory of interface automata. Theor. Comput. Sci. 549: 146-174 (2014) - [c138]Tomás Brázdil, Krishnendu Chatterjee, Martin Chmelik, Vojtech Forejt, Jan Kretínský, Marta Z. Kwiatkowska, David Parker, Mateusz Ujma:
Verification of Markov Decision Processes Using Learning Algorithms. ATVA 2014: 98-114 - [c137]Alessandro Abate, Marta Z. Kwiatkowska, Gethin Norman, David Parker:
Probabilistic Model Checking of Labelled Markov Processes via Finite Approximate Bisimulations. Horizons of the Mind 2014: 40-58 - [c136]Zhenqi Huang, Chuchu Fan, Alexandru Mereacre, Sayan Mitra, Marta Z. Kwiatkowska:
Invariant Verification of Nonlinear Hybrid Automata Networks of Cardiac Cells. CAV 2014: 373-390 - [c135]Milan Ceska, Frits Dannenberg, Marta Z. Kwiatkowska, Nicola Paoletti:
Precise Parameter Synthesis for Stochastic Biochemical Systems. CMSB 2014: 86-98 - [c134]Nicolas Basset, Marta Z. Kwiatkowska, Clemens Wiltsche:
Compositional Controller Synthesis for Stochastic Games. CONCUR 2014: 173-187 - [c133]Marco Diciolla, Chang Hwan Peter Kim, Marta Z. Kwiatkowska, Alexandru Mereacre:
Synthesising optimal timing delays for Timed I/O Automata. EMSOFT 2014: 16:1-16:10 - [c132]Marta Z. Kwiatkowska, Harriet Lea-Banks, Alexandru Mereacre, Nicola Paoletti:
Formal Modelling and Validation of Rate-Adaptive Pacemakers. ICHI 2014: 23-32 - [c131]Marta Z. Kwiatkowska, Alexandru Mereacre, Nicola Paoletti:
On Quantitative Software Quality Assurance Methodologies for Cardiac Pacemakers. ISoLA (2) 2014: 365-384 - [c130]Marta Z. Kwiatkowska, Alexandru Mereacre:
Automated Verification of Quantitative Properties of Cardiac Pacemaker Software. MCPS 2014: 137-140 - [c129]Aleksandra Jovanovic, Marta Z. Kwiatkowska:
Parameter Synthesis for Probabilistic Timed Automata Using Stochastic Game Abstractions. RP 2014: 176-189 - [c128]Klaus Dräger, Vojtech Forejt, Marta Z. Kwiatkowska, David Parker, Mateusz Ujma:
Permissive Controller Synthesis for Probabilistic Systems. TACAS 2014: 531-546 - [p4]Marta Z. Kwiatkowska, David Parker, Hongyang Qu, Mateusz Ujma:
On Incremental Quantitative Verification for Probabilistic Systems. HOWARD-60 2014: 245-257 - [p3]Marta Z. Kwiatkowska, Chris Thachuk:
Probabilistic Model Checking for Biology. Software Systems Safety 2014: 165-189 - [e7]Volker Turau, Marta Z. Kwiatkowska, Rahul Mangharam, Christoph Weyer:
5th Workshop on Medical Cyber-Physical Systems, MCPS 2014, Berlin, Germany, April 14, 2014. OASIcs 36, Schloss Dagstuhl - Leibniz-Zentrum für Informatik 2014, ISBN 978-3-939897-66-8 [contents] - [i10]Tomás Brázdil, Krishnendu Chatterjee, Martin Chmelik, Vojtech Forejt, Jan Kretínský, Marta Z. Kwiatkowska, David Parker, Mateusz Ujma:
Verification of Markov Decision Processes using Learning Algorithms. CoRR abs/1402.2967 (2014) - 2013
- [j46]Taolue Chen, Vojtech Forejt, Marta Z. Kwiatkowska, David Parker, Aistis Simaitis:
Automatic verification of competitive stochastic systems. Formal Methods Syst. Des. 43(1): 61-92 (2013) - [j45]Christel Baier, Marta Z. Kwiatkowska:
Preface to the special issue on Probabilistic Model Checking. Formal Methods Syst. Des. 43(2): 121-123 (2013) - [j44]Marta Z. Kwiatkowska, Gethin Norman, David Parker, Hongyang Qu:
Compositional probabilistic verification through multi-objective model checking. Inf. Comput. 232: 38-65 (2013) - [j43]Marta Z. Kwiatkowska:
From software verification to 'everyware' verification. Comput. Sci. Res. Dev. 28(4): 295-310 (2013) - [j42]Taolue Chen, Tingting Han, Marta Z. Kwiatkowska:
On the complexity of model checking interval-valued discrete time Markov chains. Inf. Process. Lett. 113(7): 210-216 (2013) - [j41]Taolue Chen, Marco Diciolla, Marta Z. Kwiatkowska, Alexandru Mereacre:
Verification of linear duration properties over continuous-time markov chains. ACM Trans. Comput. Log. 14(4): 33:1-33:35 (2013) - [c127]Marta Z. Kwiatkowska, David Parker:
Automated Verification and Strategy Synthesis for Probabilistic Systems. ATVA 2013: 5-22 - [c126]Frits Dannenberg, Ernst Moritz Hahn, Marta Z. Kwiatkowska:
Computing Cumulative Rewards Using Fast Adaptive Uniformisation. CMSB 2013: 33-49 - [c125]Frits Dannenberg, Marta Z. Kwiatkowska, Chris Thachuk, Andrew J. Turberfield:
DNA Walker Circuits: Computational Potential, Design, and Verification. DNA 2013: 31-45 - [c124]Taolue Chen, Marco Diciolla, Marta Z. Kwiatkowska, Alexandru Mereacre:
A simulink hybrid heart model for quantitative verification of cardiac pacemakers. HSCC 2013: 131-136 - [c123]Marta Z. Kwiatkowska:
Advances in Quantitative Verification for Ubiquitous Computing. ICTAC 2013: 42-58 - [c122]Taolue Chen, Vojtech Forejt, Marta Z. Kwiatkowska, Aistis Simaitis, Clemens Wiltsche:
On Stochastic Games with Multiple Objectives. MFCS 2013: 266-277 - [c121]Lucia Gallina, Andrea Marin, Sabina Rossi, Tingting Han, Marta Z. Kwiatkowska:
A process algebraic framework for estimating the energy consumption in ad-hoc wireless sensor networks. MSWiM 2013: 255-262 - [c120]Taolue Chen, Marta Z. Kwiatkowska, Aistis Simaitis, Clemens Wiltsche:
Synthesis for Multi-objective Stochastic Games: An Application to Autonomous Urban Driving. QEST 2013: 322-337 - [c119]Taolue Chen, Vojtech Forejt, Marta Z. Kwiatkowska, David Parker, Aistis Simaitis:
PRISM-games: A Model Checker for Stochastic Multi-Player Games. TACAS 2013: 185-191 - [c118]Taolue Chen, Ernst Moritz Hahn, Tingting Han, Marta Z. Kwiatkowska, Hongyang Qu, Lijun Zhang:
Model Repair for Markov Decision Processes. TASE 2013: 85-92 - [c117]Marta Z. Kwiatkowska, David Parker, Aistis Simaitis:
Strategic Analysis of Trust Models for User-Centric Networks. SR 2013: 53-59 - [c116]Tingting Han, Christian Krause, Marta Z. Kwiatkowska, Holger Giese:
Modal Specifications for Probabilistic Timed Systems. QAPL 2013: 66-80 - [e6]Fedor V. Fomin, Rusins Freivalds, Marta Z. Kwiatkowska, David Peleg:
Automata, Languages, and Programming - 40th International Colloquium, ICALP 2013, Riga, Latvia, July 8-12, 2013, Proceedings, Part I. Lecture Notes in Computer Science 7965, Springer 2013, ISBN 978-3-642-39205-4 [contents] - [e5]Fedor V. Fomin, Rusins Freivalds, Marta Z. Kwiatkowska, David Peleg:
Automata, Languages, and Programming - 40th International Colloquium, ICALP 2013, Riga, Latvia, July 8-12, 2013, Proceedings, Part II. Lecture Notes in Computer Science 7966, Springer 2013, ISBN 978-3-642-39211-5 [contents] - [i9]Chris Chilton, Marta Z. Kwiatkowska, Xu Wang:
Revisiting Timed Specification Theory II : Realisability. CoRR abs/1304.7590 (2013) - 2012
- [j40]Ian Sommerville, Dave Cliff, Radu Calinescu, Justin Keen, Tim Kelly, Marta Z. Kwiatkowska, John A. McDermid, Richard F. Paige:
Large-scale complex IT systems. Commun. ACM 55(7): 71-77 (2012) - [j39]Radu Calinescu, Carlo Ghezzi, Marta Z. Kwiatkowska, Raffaela Mirandola:
Self-adaptive software needs quantitative verification at runtime. Commun. ACM 55(9): 69-77 (2012) - [j38]Marta Z. Kwiatkowska, Gethin Norman, David Parker:
Probabilistic verification of Herman's self-stabilisation algorithm. Formal Aspects Comput. 24(4-6): 661-670 (2012) - [j37]Moshe Y. Vardi, Thomas A. Henzinger, Rajeev Alur, Marta Z. Kwiatkowska:
2011 CAV award announcement. Formal Methods Syst. Des. 41(1): 1-2 (2012) - [j36]Jorge Júlvez, Marta Z. Kwiatkowska, Gethin Norman, David Parker:
Evaluation of Sustained Stochastic Oscillations by Means of a System of Differential Equations. Int. J. Comput. Their Appl. 19(2): 101-111 (2012) - [c115]Vojtech Forejt, Marta Z. Kwiatkowska, David Parker:
Pareto Curves for Probabilistic Model Checking. ATVA 2012: 317-332 - [c114]Taolue Chen, Vojtech Forejt, Marta Z. Kwiatkowska, Aistis Simaitis, Ashutosh Trivedi, Michael Ummels:
Playing Stochastic Games Precisely. CONCUR 2012: 348-363 - [c113]Taolue Chen, Chris Chilton, Bengt Jonsson, Marta Z. Kwiatkowska:
A Compositional Specification Theory for Component Behaviours. ESOP 2012: 148-168 - [c112]Chris Chilton, Bengt Jonsson, Marta Z. Kwiatkowska:
Assume-Guarantee Reasoning for Safe Component Behaviours. FACS 2012: 92-109 - [c111]Chris Chilton, Marta Z. Kwiatkowska, Xu Wang:
Revisiting Timed Specification Theories: A Linear-Time Perspective. FORMATS 2012: 75-90 - [c110]Taolue Chen, Marco Diciolla, Marta Z. Kwiatkowska, Alexandru Mereacre:
Verification of linear duration properties over continuous-time markov chains. HSCC 2012: 265-274 - [c109]Klaus Dräger, Marta Z. Kwiatkowska:
Towards Communication-Based Steering of Complex Distributed Systems. Monterey Workshop 2012: 353-368 - [c108]Marta Z. Kwiatkowska, Gethin Norman, David Parker:
The PRISM Benchmark Suite. QEST 2012: 203-204 - [c107]Taolue Chen, Marco Diciolla, Marta Z. Kwiatkowska, Alexandru Mereacre:
Quantitative Verification of Implantable Cardiac Pacemakers. RTSS 2012: 263-272 - [c106]Vojtech Forejt, Marta Z. Kwiatkowska, David Parker, Hongyang Qu, Mateusz Ujma:
Incremental Runtime Verification of Probabilistic Systems. RV 2012: 314-319 - [c105]Taolue Chen, Vojtech Forejt, Marta Z. Kwiatkowska, David Parker, Aistis Simaitis:
Automatic Verification of Competitive Stochastic Systems. TACAS 2012: 315-330 - [c104]Lucia Gallina, Tingting Han, Marta Z. Kwiatkowska, Andrea Marin, Sabina Rossi, Alvise Spanò:
Automatic energy-aware performance analysis of Mobile Ad-Hoc Networks. Wireless Days 2012: 1-6 - [p2]Marta Z. Kwiatkowska, David Parker:
Advances in Probabilistic Model Checking. Software Safety and Security 2012: 126-151 - [i8]Ender Yüksel, Hanne Riis Nielson, Flemming Nielson, Matthias Fruth, Marta Z. Kwiatkowska:
Optimizing ZigBee Security using Stochastic Model Checking. CoRR abs/1205.6675 (2012) - [i7]Chris Chilton, Marta Z. Kwiatkowska, Xu Wang:
Revisiting Timed Specification Theories: A Linear-Time Perspective. CoRR abs/1206.4504 (2012) - [i6]Vojtech Forejt, Marta Z. Kwiatkowska, David Parker:
Pareto Curves for Probabilistic Model Checking. CoRR abs/1206.6295 (2012) - 2011
- [j35]Tianyi Zang, Radu Calinescu, Marta Z. Kwiatkowska:
Metamodel-driven SOA for collaborative e-science application. Comput. Syst. Sci. Eng. 26(3) (2011) - [j34]Doina Bucur, Marta Z. Kwiatkowska:
On software verification for sensor nodes. J. Syst. Softw. 84(10): 1693-1707 (2011) - [j33]Radu Calinescu, Lars Grunske, Marta Z. Kwiatkowska, Raffaela Mirandola, Giordano Tamburrelli:
Dynamic QoS Management and Optimization in Service-Based Systems. IEEE Trans. Software Eng. 37(3): 387-409 (2011) - [c103]Lu Feng, Tingting Han, Marta Z. Kwiatkowska, David Parker:
Learning-Based Compositional Verification for Synchronous Probabilistic Systems. ATVA 2011: 511-521 - [c102]Jorge Júlvez, Marta Z. Kwiatkowska, Gethin Norman, David Parker:
A Systematic Approach to Evaluate Sustained Stochastic Oscillations. BICoB 2011: 134-139 - [c101]Marta Z. Kwiatkowska, Gethin Norman, David Parker:
PRISM 4.0: Verification of Probabilistic Real-Time Systems. CAV 2011: 585-591 - [c100]Taolue Chen, Marta Z. Kwiatkowska, David Parker, Aistis Simaitis:
Verifying Team Formation Protocols with Probabilistic Model Checking. CLIMA 2011: 190-207 - [c99]Marta Z. Kwiatkowska, David Parker, Hongyang Qu:
Incremental quantitative verification for Markov decision processes. DSN 2011: 359-370 - [c98]Lu Feng, Marta Z. Kwiatkowska, David Parker:
Automated Learning of Probabilistic Assumptions for Compositional Reasoning. FASE 2011: 2-17 - [c97]Taolue Chen, Marco Diciolla, Marta Z. Kwiatkowska, Alexandru Mereacre:
Time-Bounded Verification of CTMCs against Real-Time Specifications. FORMATS 2011: 26-42 - [c96]Henri Hansen, Marta Z. Kwiatkowska, Hongyang Qu:
Partial Order Reduction for Model Checking Markov Decision Processes under Unconditional Fairness. QEST 2011: 203-212 - [c95]Vojtech Forejt, Marta Z. Kwiatkowska, Gethin Norman, David Parker:
Automated Verification Techniques for Probabilistic Systems. SFM 2011: 53-113 - [c94]Vojtech Forejt, Marta Z. Kwiatkowska, Gethin Norman, David Parker, Hongyang Qu:
Quantitative Multi-objective Verification for Probabilistic Systems. TACAS 2011: 112-127 - [p1]Tianyi Zang, Radu Calinescu, Marta Kwiatkowska:
OGSA-Based SOA for Collaborative Cancer Research: System Modeling and Generation. Guide to e-Science 2011: 479-505 - [i5]Ian Sommerville, Dave Cliff, Radu Calinescu, Justin Keen, Tim Kelly, Marta Z. Kwiatkowska, John A. McDermid, Richard F. Paige:
Large-scale Complex IT Systems. CoRR abs/1109.3444 (2011) - 2010
- [j32]Mark Kattenbelt, Marta Z. Kwiatkowska, Gethin Norman, David Parker:
A game-based abstraction-refinement framework for Markov decision processes. Formal Methods Syst. Des. 36(3): 246-280 (2010) - [j31]Zhenyu Liu, Marta Z. Kwiatkowska, Costas C. Constantinou:
A biologically inspired QoS routing algorithm for mobile ad hoc networks. Int. J. Wirel. Mob. Comput. 4(2): 64-75 (2010) - [c93]Marta Kwiatkowska, Gethin Norman, David Parker:
Advances and challenges of probabilistic model checking. Allerton 2010: 1691-1698 - [c92]Marta Z. Kwiatkowska, Alessio Lomuscio, Hongyang Qu:
Parallel Model Checking for Temporal Epistemic Logic. ECAI 2010: 543-548 - [c91]Marta Z. Kwiatkowska, Gethin Norman, David Parker:
A Framework for Verification of Software with Time and Probabilities. FORMATS 2010: 25-45 - [c90]Vojtech Forejt, Marta Z. Kwiatkowska, Gethin Norman, Ashutosh Trivedi:
Expected Reachability-Time Games. FORMATS 2010: 122-136 - [c89]Doina Bucur, Marta Z. Kwiatkowska:
Software verification for TinyOS. IPSN 2010: 400-401 - [c88]Felicita Di Giandomenico, Marta Z. Kwiatkowska, Marco Martinucci, Paolo Masci, Hongyang Qu:
Dependability Analysis and Verification for Connected Systems. ISoLA (2) 2010: 263-277 - [c87]Marco Autili, Chris Chilton, Paola Inverardi, Marta Z. Kwiatkowska, Massimo Tivoli:
Towards a Connector Algebra. ISoLA (2) 2010: 278-292 - [c86]Lu Feng, Marta Z. Kwiatkowska, David Parker:
Compositional Verification of Probabilistic Systems Using Learning. QEST 2010: 133-142 - [c85]Marta Z. Kwiatkowska, Gethin Norman, David Parker, Hongyang Qu:
Assume-Guarantee Verification for Probabilistic Systems. TACAS 2010: 23-37 - [e4]Bengt Jonsson, Jörg Kreiker, Marta Z. Kwiatkowska:
Quantitative and Qualitative Analysis of Network Protocols, 31.01. - 05.02.2010. Dagstuhl Seminar Proceedings 10051, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, Germany 2010 [contents] - [e3]Radu Calinescu, Richard F. Paige, Marta Z. Kwiatkowska:
15th IEEE International Conference on Engineering of Complex Computer Systems, ICECCS 2010, Oxford, United Kingdom, 22-26 March 2010. IEEE Computer Society 2010, ISBN 978-0-7695-4015-3 [contents] - [i4]Bengt Jonsson, Jörg Kreiker, Marta Z. Kwiatkowska:
10051 Abstracts Collection - Quantitative and Qualitative Analysis of Network Protocols. Quantitative and Qualitative Analysis of Network Protocols 2010 - [i3]Bengt Jonsson, Jörg Kreiker, Marta Z. Kwiatkowska:
10051 Executive Summary - Quantitative and Qualitative Analysis of Network Protocols. Quantitative and Qualitative Analysis of Network Protocols 2010 - [i2]Marta Z. Kwiatkowska, Gethin Norman, Ashutosh Trivedi:
Quantitative Games on Probabilistic Timed Automata. CoRR abs/1001.1933 (2010)
2000 – 2009
- 2009
- [j30]Marta Z. Kwiatkowska, Gethin Norman, David Parker:
PRISM: probabilistic model checking for performance and reliability analysis. SIGMETRICS Perform. Evaluation Rev. 36(4): 40-45 (2009) - [j29]Marta Z. Kwiatkowska, Gethin Norman, David Parker, Maria Grazia Vigliotti:
Probabilistic Mobile Ambients. Theor. Comput. Sci. 410(12-13): 1272-1303 (2009) - [j28]Jane Hillston, Marta Z. Kwiatkowska, Miklós Telek:
Guest Editors' Introduction to the Special Issue on Quantitative Evaluation of Computer Systems. IEEE Trans. Software Eng. 35(2): 145-147 (2009) - [c84]Doina Bucur, Marta Z. Kwiatkowska:
Bug-Free Sensors: The Automatic Verification of Context-Aware TinyOS Applications. AmI 2009: 101-105 - [c83]Marta Kwiatkowska, Gethin Norman, David Parker:
Quantitative Verification Techniques for Biological Processes. Algorithmic Bioprocesses 2009: 391-409 - [c82]Marcin Jurdzinski, Marta Z. Kwiatkowska, Gethin Norman, Ashutosh Trivedi:
Concavely-Priced Probabilistic Timed Automata. CONCUR 2009: 415-430 - [c81]Radu Calinescu, Marta Z. Kwiatkowska:
CADS*: Computer-Aided Development of Self-* Systems. FASE 2009: 421-424 - [c80]Marta Z. Kwiatkowska, Gethin Norman, David Parker:
Stochastic Games for Verification of Probabilistic Timed Automata. FORMATS 2009: 212-227 - [c79]Valérie Issarny, Bernhard Steffen, Bengt Jonsson, Gordon S. Blair, Paul Grace, Marta Z. Kwiatkowska, Radu Calinescu, Paola Inverardi, Massimo Tivoli, Antonia Bertolino, Antonino Sabetta:
CONNECT Challenges: Towards Emergent Connectors for Eternal Networked Systems. ICECCS 2009: 154-161 - [c78]Radu Calinescu, Marta Z. Kwiatkowska:
Using quantitative analysis to implement autonomic IT systems. ICSE 2009: 100-110 - [c77]Zeshan Kurd, Tim Kelly, John A. McDermid, Radu Calinescu, Marta Z. Kwiatkowska:
Establishing a Framework for Dynamic Risk Management in 'Intelligent' Aero-Engine Control. SAFECOMP 2009: 326-341 - [c76]Farhad Arbab, Sun Meng, Young-Joo Moon, Marta Z. Kwiatkowska, Hongyang Qu:
Reo2MC: a tool chain for performance analysis of coordination models. ESEC/SIGSOFT FSE 2009: 287-288 - [c75]Marta Z. Kwiatkowska:
On Quantitative Software Verification. SPIN 2009: 2-3 - [c74]Mark Kattenbelt, Marta Z. Kwiatkowska, Gethin Norman, David Parker:
Abstraction Refinement for Probabilistic Software. VMCAI 2009: 182-197 - 2008
- [j27]Kousha Etessami, Marta Z. Kwiatkowska, Moshe Y. Vardi, Mihalis Yannakakis:
Multi-Objective Model Checking of Markov Decision Processes. Log. Methods Comput. Sci. 4(4) (2008) - [j26]Marta Z. Kwiatkowska, Gethin Norman, David Parker:
Using probabilistic model checking in systems biology. SIGMETRICS Perform. Evaluation Rev. 35(4): 14-21 (2008) - [j25]Marta Z. Kwiatkowska, Gethin Norman, David Parker:
Analysis of a gossip protocol in PRISM. SIGMETRICS Perform. Evaluation Rev. 36(3): 17-22 (2008) - [j24]John Heath, Marta Z. Kwiatkowska, Gethin Norman, David Parker, Oksana Tymchyshyn:
Probabilistic model checking of complex biological pathways. Theor. Comput. Sci. 391(3): 239-257 (2008) - [c73]Tianyi Zang, Radu Calinescu, Steve Harris, Andrew Tsui, Marta Z. Kwiatkowska, Jeremy Gibbons, Jim Davies, Peter Maccallum, Carlos Caldas:
WSRF-Based Modeling of Clinical Trial Information for Collaborative Cancer Research. CCGRID 2008: 73-81 - [c72]Zhenyu Liu, Wen Gao, Marta Z. Kwiatkowska:
A Biologically Inspired Energy-Aware Routing Algorithm for Communications in Cyberworlds. CW 2008: 772-777 - [c71]Tianyi Zang, Radu Calinescu, Steve Harris, Andrew Tsui, Charles Crichton, Marta Z. Kwiatkowska, Jeremy Gibbons, Jim Davies, James D. Brenton, Carlos Caldas:
Metamodel-Based Generation of WSRF-Compliant SOA for Collaborative Cancer Research. eScience 2008: 406-407 - [c70]Oksana Tymchyshyn, Marta Z. Kwiatkowska:
Combining Intra- and Inter-cellular Dynamics to Investigate Intestinal Homeostasis. FMSB 2008: 63-76 - [c69]Radu Calinescu, Marta Z. Kwiatkowska:
Software Engineering Techniques for the Development of Systems of Systems. Monterey Workshop 2008: 59-82 - [c68]Mark Kattenbelt, Marta Z. Kwiatkowska, Gethin Norman, David Parker:
Game-Based Probabilistic Predicate Abstraction in PRISM. QAPL 2008: 5-21 - [i1]Kousha Etessami, Marta Z. Kwiatkowska, Moshe Y. Vardi, Mihalis Yannakakis:
Multi-Objective Model Checking of Markov Decision Processes. CoRR abs/0810.5728 (2008) - 2007
- [j23]Xu Wang, Marta Z. Kwiatkowska:
On Process-algebraic Verification of Asynchronous Circuits. Fundam. Informaticae 80(1-3): 283-310 (2007) - [j22]Marta Z. Kwiatkowska, Gethin Norman, Jeremy Sproston, Fuzhi Wang:
Symbolic model checking for probabilistic timed automata. Inf. Comput. 205(7): 1027-1077 (2007) - [c67]Marta Z. Kwiatkowska, Gethin Norman, David Parker:
Stochastic Model Checking. SFM 2007: 220-270 - [c66]Marta Z. Kwiatkowska:
Quantitative verification: models techniques and tools. ESEC/SIGSOFT FSE 2007: 449-458 - [c65]Kousha Etessami, Marta Z. Kwiatkowska, Moshe Y. Vardi, Mihalis Yannakakis:
Multi-objective Model Checking of Markov Decision Processes. TACAS 2007: 50-65 - 2006
- [j21]Marta Z. Kwiatkowska, Gethin Norman, António Pacheco:
Model checking expected time and expected reward formulae with random time bounds. Comput. Math. Appl. 51(2): 305-316 (2006) - [j20]Marta Z. Kwiatkowska, Gethin Norman, David Parker, Jeremy Sproston:
Performance analysis of probabilistic timed automata using digital clocks. Formal Methods Syst. Des. 29(1): 33-78 (2006) - [j19]Håkan L. S. Younes, Marta Z. Kwiatkowska, Gethin Norman, David Parker:
Numerical vs. statistical probabilistic model checking. Int. J. Softw. Tools Technol. Transf. 8(3): 216-228 (2006) - [j18]Marie Duflot, Marta Z. Kwiatkowska, Gethin Norman, David Parker:
A formal analysis of bluetooth device discovery. Int. J. Softw. Tools Technol. Transf. 8(6): 621-632 (2006) - [c64]Xu Wang, Marta Z. Kwiatkowska:
On process-algebraic verification of asynchronous circuits. ACSD 2006: 37-46 - [c63]Marta Z. Kwiatkowska, Gethin Norman, David Parker:
Symmetry Reduction for Probabilistic Model Checking. CAV 2006: 234-248 - [c62]John Heath, Marta Z. Kwiatkowska, Gethin Norman, David Parker, Oksana Tymchyshyn:
Probabilistic Model Checking of Complex Biological Pathways. CMSB 2006: 32-47 - [c61]Marcus Größer, Gethin Norman, Christel Baier, Frank Ciesinski, Marta Z. Kwiatkowska, David Parker:
On Reduction Criteria for Probabilistic Reward Models. FSTTCS 2006: 309-320 - [c60]Marta Z. Kwiatkowska, Gethin Norman, David Parker:
Game-based Abstraction for Markov Decision Processes. QEST 2006: 157-166 - [c59]Andrew Hinton, Marta Z. Kwiatkowska, Gethin Norman, David Parker:
PRISM: A Tool for Automatic Verification of Probabilistic Systems. TACAS 2006: 441-444 - [c58]Marta Z. Kwiatkowska, Gethin Norman, David Parker, Oksana Tymchyshyn, John Heath, Eamonn A. Gaffney:
Simulation and verification for computational modelling of signalling pathways. WSC 2006: 1666-1674 - [c57]Herbert M. Sauro, David Harel, Marta Z. Kwiatkowska, Clifford A. Shaffer, Adelinde M. Uhrmacher, Michael Hucka, Pedro Mendes, Lena Strömbäck, John J. Tyson:
Challenges for modeling and simulation methods in systems biology. WSC 2006: 1720-1730 - [c56]Xu Wang, Marta Z. Kwiatkowska:
Compositional State Space Reduction Using Untangled Actions. EXPRESS 2006: 27-46 - 2005
- [j17]Zhenyu Liu, Marta Z. Kwiatkowska, Costas C. Constantinou:
A self-organised emergent routing mechanism for mobile ad hoc networks. Eur. Trans. Telecommun. 16(5): 457-470 (2005) - [j16]Stefano Cattani, Marta Z. Kwiatkowska:
A refinement-based process algebra for timed automata. Formal Aspects Comput. 17(2): 138-159 (2005) - [j15]Gethin Norman, David Parker, Marta Z. Kwiatkowska, Sandeep K. Shukla, Rajesh Gupta:
Using probabilistic model checking for dynamic power management. Formal Aspects Comput. 17(2): 160-176 (2005) - [j14]Marta Z. Kwiatkowska, Gethin Norman, David Parker:
Probabilistic model checking in practice: case studies with PRISM. SIGMETRICS Perform. Evaluation Rev. 32(4): 16-21 (2005) - [j13]Gethin Norman, David Parker, Marta Z. Kwiatkowska, Sandeep K. Shukla:
Evaluating the reliability of NAND multiplexing with PRISM. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 24(10): 1629-1637 (2005) - [c55]Zhenyu Liu, Marta Z. Kwiatkowska, Costas C. Constantinou:
A Biologically Inspired QoS Routing Algorithm for Mobile Ad Hoc Networks. AINA 2005: 426-431 - [c54]Fuzhi Wang, Marta Z. Kwiatkowska:
An MTBDD-Based Implementation of Forward Reachability for Probabilistic Timed Automata. ATVA 2005: 385-399 - [c53]Yi Zhang, David Parker, Marta Z. Kwiatkowska:
A Wavefront Parallelisation of CTMC Solution Using MTBDDs. DSN 2005: 732-741 - [c52]Sibusisiwe Chiyangwa, Marta Z. Kwiatkowska:
A Timing Analysis of AODV. FMOODS 2005: 306-321 - [c51]Stefano Cattani, Roberto Segala, Marta Z. Kwiatkowska, Gethin Norman:
Stochastic Transition Systems for Continuous State Spaces and Non-determinism. FoSSaCS 2005: 125-139 - [c50]Zhenyu Liu, Marta Z. Kwiatkowska, Costas C. Constantinou:
A Biologically Inspired Congestion Control Routing Algorithm for MANETs. PerCom Workshops 2005: 226-231 - [c49]Marta Z. Kwiatkowska, Gethin Norman, David Parker:
Quantitative Analysis With the Probabilistic Model Checker PRISM. QAPL 2005: 5-31 - [c48]Xu Wang, Marta Z. Kwiatkowska, Georgios Theodoropoulos, Qianyi Zhang:
Opportunities and Challenges in Process-algebraic Verification of Asynchronous Circuit Designs. FMGALS@MEMOCODE 2005: 189-206 - 2004
- [b1]Jan J. M. M. Rutten, Marta Z. Kwiatkowska, Gethin Norman, David Parker, Prakash Panangaden:
Mathematical techniques for analyzing concurrent and probabilistic systems. CRM monograph series 23, American Mathematical Society 2004, ISBN 978-0-8218-3571-5, pp. I-VIII, 1-215 - [j12]Conrado Daws, Marta Z. Kwiatkowska, Gethin Norman:
Automatic verification of the IEEE 1394 root contention protocol with KRONOS and PRISM. Int. J. Softw. Tools Technol. Transf. 5(2-3): 221-236 (2004) - [j11]Marta Z. Kwiatkowska, Gethin Norman, David Parker:
Probabilistic symbolic model checking with PRISM: a hybrid approach. Int. J. Softw. Tools Technol. Transf. 6(2): 128-142 (2004) - [c47]Zhenyu Liu, Marta Z. Kwiatkowska, Costas C. Constantinou:
A swarm intelligence routing algorithm for MANETs. Communications, Internet, and Information Technology 2004: 484-489 - [c46]Marta Z. Kwiatkowska, Gethin Norman, Jeremy Sproston, Fuzhi Wang:
Symbolic Model Checking for Probabilistic Timed Automata. FORMATS/FTRTFT 2004: 293-308 - [c45]Marie Duflot, Marta Z. Kwiatkowska, Gethin Norman, David Parker:
A Formal Analysis of Bluetooth Device Discovery. ISoLA (Preliminary proceedings) 2004: 268-275 - [c44]Marta Z. Kwiatkowska, David Parker, Yi Zhang, Rashid Mehmood:
Dual-Processor Parallelisation of Symbolic Probabilistic Model Checking. MASCOTS 2004: 123-130 - [c43]Marta Z. Kwiatkowska, Gethin Norman, David Parker:
PRISM 2.0: A Tool for Probabilistic Model Checking. QEST 2004: 322-323 - [c42]Håkan L. S. Younes, Marta Z. Kwiatkowska, Gethin Norman, David Parker:
Numerical vs. Statistical Probabilistic Model Checking: An Empirical Study. TACAS 2004: 46-60 - [c41]Gethin Norman, David Parker, Marta Z. Kwiatkowska, Sandeep K. Shukla:
Evaluating the Reliability of Defect-Tolerant Architectures for Nanotechnology with Probabilistic Model Checking. VLSI Design 2004: 907- - [c40]Xu Wang, Marta Z. Kwiatkowska, Georgios Theodoropoulos, Qianyi Zhang:
Towards a Unifying CSP approach to Hierarchical Verification of Asynchronous Hardware. AVoCS 2004: 231-246 - 2003
- [j10]Marta Z. Kwiatkowska, Gethin Norman, Jeremy Sproston:
Probabilistic Model Checking of Deadline Properties in the IEEE 1394 FireWire Root Contention Protocol. Formal Aspects Comput. 14(3): 295-318 (2003) - [j9]Holger Hermanns, Marta Z. Kwiatkowska, Gethin Norman, David Parker, Markus Siegle:
On the use of MTBDDs for performability analysis and verification of stochastic systems. J. Log. Algebraic Methods Program. 56(1-2): 23-67 (2003) - [c39]Marta Z. Kwiatkowska, Gethin Norman, David Parker, Jeremy Sproston:
Performance Analysis of Probabilistic Timed Automata Using Digital Clocks. FORMATS 2003: 105-120 - [c38]Marta Z. Kwiatkowska:
Model checking for probability and time: from theory to practice . LICS 2003: 351- - 2002
- [j8]Marta Z. Kwiatkowska, Gethin Norman, Roberto Segala, Jeremy Sproston:
Automatic verification of real-time systems with discrete probability distributions. Theor. Comput. Sci. 282(1): 101-150 (2002) - [c37]Marta Z. Kwiatkowska, Gethin Norman, David Parker:
PRISM: Probabilistic Symbolic Model Checker. Computer Performance Evaluation / TOOLS 2002: 200-204 - [c36]Marta Z. Kwiatkowska, Gethin Norman:
Verifying Randomized Byzantine Agreement. FORTE 2002: 194-209 - [c35]Gethin Norman, David Parker, Marta Z. Kwiatkowska, Sandeep K. Shukla, Rajesh K. Gupta:
Formal analysis and validation of continuous-time Markov chain based system level power management strategies. HLDVT 2002: 45-50 - [c34]Marta Z. Kwiatkowska, Rashid Mehmood:
Out-of-Core Solution of Large Linear Systems of Equations Arising from Stochastic Modelling. PAPM-PROBMIV 2002: 135-151 - [c33]Marta Z. Kwiatkowska, Gethin Norman, António Pacheco:
Model Checking CSL until Formulae with Random Time Bounds. PAPM-PROBMIV 2002: 152-168 - [c32]Marta Z. Kwiatkowska, Gethin Norman, Jeremy Sproston:
Probabilistic Model Checking of the IEEE 802.11 Wireless Local Area Network Protocol. PAPM-PROBMIV 2002: 169-187 - [c31]Marta Z. Kwiatkowska, Gethin Norman, David Parker:
Probabilistic Symbolic Model Checking with PRISM: A Hybrid Approach. TACAS 2002: 52-66 - [c30]Conrado Daws, Marta Z. Kwiatkowska, Gethin Norman:
Automatic Verification of the IEEE-1394 Root Contention Protocol with KRONOS and PRISM. FMICS 2002: 104-119 - [c29]Marta Z. Kwiatkowska, Rashid Mehmood, Gethin Norman, David Parker:
A Symbolic Out-of-Core Solution Method for Markov Models. PDMC@CONCUR 2002: 589-604 - 2001
- [c28]Marta Z. Kwiatkowska, Gethin Norman, Roberto Segala:
Automated Verification of a Randomized Distributed Consensus Protocol Using Cadence SMV and PRISM. CAV 2001: 194-206 - [c27]Marta Z. Kwiatkowska, Gethin Norman, Jeremy Sproston:
Symbolic Computation of Maximal Probabilistic Reachability. CONCUR 2001: 169-183 - [c26]Joost-Pieter Katoen, Marta Z. Kwiatkowska, Gethin Norman, David Parker:
Faster and Symbolic CTMC Model Checking. PAPM-PROBMIV 2001: 23-38 - 2000
- [j7]Christel Baier, Marta Z. Kwiatkowska:
On Topological Hierarchies of Temporal Properties. Fundam. Informaticae 41(3): 259-294 (2000) - [j6]Christel Baier, Marta Z. Kwiatkowska:
Domain equations for probabilistic processes. Math. Struct. Comput. Sci. 10(6): 665-717 (2000) - [c25]Marta Z. Kwiatkowska, Gethin Norman, Roberto Segala, Jeremy Sproston:
Verifying Quantitative Properties of Continuous Probabilistic Timed Automata. CONCUR 2000: 123-137 - [c24]Luca de Alfaro, Marta Z. Kwiatkowska, Gethin Norman, David Parker, Roberto Segala:
Symbolic Model Checking of Probabilistic Processes Using MTBDDs and the Kronecker Representation. TACAS 2000: 395-410
1990 – 1999
- 1999
- [c23]Marta Z. Kwiatkowska, Gethin Norman, Roberto Segala, Jeremy Sproston:
Automatic Verification of Real-Time Systems with Discrete Probability Distributions. ARTS 1999: 75-95 - [e2]Christel Baier, Michael Huth, Marta Z. Kwiatkowska, Mark Ryan:
First International Workshop on Probabilistic Methods in Verification, PROBMIV 1998, Indianapolis, Indiana, USA, June 19-20, 1998. Electronic Notes in Theoretical Computer Science 22, Elsevier 1999 [contents] - 1998
- [j5]Christel Baier, Marta Z. Kwiatkowska:
Model Checking for a Probabilistic Branching Time Logic with Fairness. Distributed Comput. 11(3): 125-155 (1998) - [j4]Christel Baier, Marta Z. Kwiatkowska:
On the Verification of Qualitative Properties of Probabilistic Processes under Fairness Constraints. Inf. Process. Lett. 66(2): 71-79 (1998) - [c22]Michael Huth, Marta Z. Kwiatkowska:
Comparing CTL and PCTL on labeled Markov chains. PROCOMET 1998: 244-262 - [c21]Christel Baier, Michael Huth, Marta Z. Kwiatkowska, Mark Ryan:
Preface. PROBMIV 1998: 1-2 - [c20]Christel Baier, Marta Z. Kwiatkowska, Gethin Norman:
Computing Probability Bounds for Linear Time Formulas over Concurrent Probabilistic Systems. PROBMIV 1998: 29 - [c19]Marta Z. Kwiatkowska, Gethin Norman:
A Testing Equivalence for Reactive Probabilistic Processes. EXPRESS 1998: 114-132 - 1997
- [c18]Christel Baier, Edmund M. Clarke, Vasiliki Hartonas-Garmhausen, Marta Z. Kwiatkowska, Mark Ryan:
Symbolic Model Checking for Probabilistic Processes. ICALP 1997: 430-440 - [c17]Michael Huth, Marta Z. Kwiatkowska:
Quantitative Analysis and Model Checking. LICS 1997: 111-122 - [c16]Christel Baier, Marta Z. Kwiatkowska:
Automatic Verification of Liveness Properties of Randomized Systems. PODC 1997: 295 - [c15]Abbas Edalat, Achim Jung, Klaus Keimel, Marta Z. Kwiatkowska:
Preface. COMPROX 1997: 1 - [c14]Christel Baier, Marta Z. Kwiatkowska:
Domain equations for probabilistic processes. EXPRESS 1997: 34-54 - [c13]Marta Z. Kwiatkowska, Gethin Norman:
A Fully Abstract Metric-Space Denotational Semantics for Reactive Probabilistic Processes. COMPROX 1997: 182 - [e1]Abbas Edalat, Achim Jung, Klaus Keimel, Marta Z. Kwiatkowska:
Third Workshop on Computation and Approximation, COMPROX 1997, Birmingham, UK, September 11-13, 1997. Electronic Notes in Theoretical Computer Science 13, Elsevier 1997 [contents] - 1996
- [c12]Christel Baier, Marta Z. Kwiatkowska:
On topological hierarchies of temporal properties. Partial Order Methods in Verification 1996: 141-170 - [c11]Marta Z. Kwiatkowska, Gethin Norman:
Probabilistic Metric Semantics for a Simple Language with Recursion. MFCS 1996: 419-430 - 1995
- [j3]Simon Ambler, Marta Z. Kwiatkowska, Nicholas Measor:
Duality and the Completeness of the Modal mu-Calculus. Theor. Comput. Sci. 151(1): 3-27 (1995) - [c10]Marta Kwiatkowska, Iain C. C. Phillips:
Possible and Guaranteed Concurrency in CSP. STRICT 1995: 220-235 - 1994
- [c9]Marta Z. Kwiatkowska, Doron A. Peled, Wojciech Penczek:
A Hierarchy of Partial Order Temporal Properties. ICTL 1994: 398-414 - [c8]Chrysafis Hartonas, Marta Z. Kwiatkowska:
Synchronisation Trees and Fairness: A Case Study. Theory and Formal Methods 1994: 181-198 - 1993
- [c7]Simon Ambler, Marta Z. Kwiatkowska, Nicholas Measor:
On Duality for the Modal µ-Calculus. CSL 1993: 18-32 - [c6]Marta Z. Kwiatkowska:
Concurrency, Fairness and Logical Complexity. Theory and Formal Methods 1993: 195-208 - [c5]Marta Z. Kwiatkowska, Iain Phillips:
Concurrency and Conflict in CSP. Theory and Formal Methods 1993: 209-225 - 1992
- [c4]Marta Z. Kwiatkowska:
Infinite Behaviour and Fairness in Concurrent Constraint Programming. REX Workshop 1992: 348-383 - 1991
- [c3]Bard Bloom, Marta Z. Kwiatkowska:
Trade-Offs in True Concurrency: Pomsets and Mazurkiewicz Traces. MFPS 1991: 350-375 - [c2]Marta Z. Kwiatkowska:
On the Domain of Traces and Sequential Composition. TAPSOFT, Vol.1 1991: 42-56 - 1990
- [j2]Marta Z. Kwiatkowska:
A Metric for Traces. Inf. Process. Lett. 35(3): 129-135 (1990) - [c1]Marta Z. Kwiatkowska:
Defining Process Fairness for Non-Interleaving Concurrency. FSTTCS 1990: 286-300
1980 – 1989
- 1989
- [j1]Marta Z. Kwiatkowska:
Event Fairness and Non-interleaving Concurrency. Formal Aspects Comput. 1(3): 213-228 (1989)
Coauthor Index
[j91] [c236] [j88] [i73] [i69] [j86] [j85] [c217] [i64] [j83] [j78] [c210] [c207] [i54] [i53] [i50] [c206] [c204] [c202] [c201] [c199] [c196] [i45] [i41] [j74] [c195] [c192] [c188] [c186] [i40] [i39] [i38] [i35] [i30] [i29] [j68] [c180] [i26] [i22] [c168] [c167] [i18] [j61] [c158] [c156] [c151] [i17] [c144] [i13]
[j90] [c238] [c235] [c230] [i87] [i79] [i72] [i68] [j87] [c221] [c214] [c212] [i67] [i66] [i59] [i56] [j81] [i48] [c205] [c197] [i43] [i42] [c194] [c189] [i34] [c176] [i20] [j62] [c170] [j57] [i16] [c142] [c137] [j44] [j38] [j36] [c108] [c102] [c101] [c95] [c94] [j32] [c93] [c91] [c90] [c85] [i2] [j30] [j29] [c83] [c82] [c80] [c74] [j26] [j25] [j24] [c68] [j22] [c67] [j21] [j20] [j19] [j18] [c63] [c62] [c61] [c60] [c59] [c58] [j15] [j14] [j13] [c51] [c49] [b1] [j12] [j11] [c46] [c45] [c43] [c42] [c41] [j10] [j9] [c39] [j8] [c37] [c36] [c35] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c20] [c19] [c13] [c11]
[j92] [i96] [i93] [j90] [j89] [c238] [c235] [c230] [i89] [i87] [i86] [i79] [i72] [i68] [j87] [c221] [c214] [c212] [c211] [i67] [i66] [i61] [i59] [i56] [j81] [i48] [c205] [c197] [i43] [i42] [c194] [c189] [i34] [j66] [c176] [i20] [c170] [c148] [j55] [j48] [c138] [c137] [c128] [p4] [i10] [j46] [j44] [c127] [c119] [c117] [j38] [j36] [c115] [c108] [c106] [c105] [p2] [i6] [c103] [c102] [c101] [c100] [c99] [c98] [c95] [c94] [j32] [c93] [c91] [c86] [c85] [j30] [j29] [c83] [c80] [c74] [j26] [j25] [j24] [c68] [c67] [j20] [j19] [j18] [c63] [c62] [c61] [c60] [c59] [c58] [j15] [j14] [j13] [c53] [c49] [b1] [j11] [c45] [c44] [c43] [c42] [c41] [j9] [c39] [c37] [c35] [c31] [c29] [c26] [c24]
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