The Role of Foundation Models in Neuro-Symbolic Learning and Reasoning

Authors: Cunnington, Daniel, Law, Mark, Lobo, Jorge, Russo, Alessandra

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2402.01889

A Unifying Framework for Learning Argumentation Semantics

Authors: Mileva, Zlatina, Bikakis, Antonis, D'Asaro, Fabio Aurelio, Law, Mark, Russo, Alessandra

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2310.12309

Online Symbolic Learning of Policies for Explainable Security

Authors: Drozdov, Arthur, Law, Mark, Lobo, Jorge, Russo, Alessandra, Don, Mercion Wilathgamuwage

Source: 2021 Third IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications (TPS-ISA) TPS-ISA Trust, Privacy and Security in Intelligent Systems and Applications (TPS-ISA), 2021 Third IEEE International Conference on. :269-278 Dec, 2021

Relation: 2021 Third IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications (TPS-ISA)

Towards Neural-Symbolic Learning to support Human-Agent Operations

Authors: Cunnington, Daniel, Law, Mark, Russo, Alessandra, Lobo, Jorge, Kaplan, Lance

Source: 2021 IEEE 24th International Conference on Information Fusion (FUSION) Information Fusion (FUSION), 2021 IEEE 24th International Conference on. :1-8 Nov, 2021

Relation: 2021 IEEE 24th International Conference on Information Fusion (FUSION)

TCAD Comprehensive Silicon Strain Model Using Finite Element Quasi-Fermi Discretization

Authors: Weingartner, Thomas, Law, Mark E., Green, Keith, Thomas, Andrew, Johnson, Henry, Leger, Polina

Source: 2021 International Conference on Simulation of Semiconductor Processes and Devices (SISPAD) Simulation of Semiconductor Processes and Devices (SISPAD), 2021 International Conference on. :242-246 Sep, 2021

Relation: 2021 International Conference on Simulation of Semiconductor Processes and Devices (SISPAD)

Comparing Parent Perception of Neurodevelopment after Primary versus Staged Repair of Neonatal Symptomatic Tetralogy of Fallot

Authors: Zampi, Jeffrey D., Ilardi, Dawn L., McCracken, Courtney E., Zhang, Yun, Glatz, Andrew C., Goldstein, Bryan H., Petit, Christopher J., Qureshi, Athar M., Goldberg, Caren S., Law, Mark A., Meadows, Jeffery J., Shahanavaz, Shabana, Batlivala, Sarosh P., Maskatia, Shiraz A., O'Byrne, Michael L., Ligon, R. Allen, Pettus, Joelle A., Beshish, Asaad, Romano, Jennifer C., Stack, Kathryn O., Khan, Hala Q., Parekh, Shalin, Nicholson, George T.

Source: In The Journal of Pediatrics January 2025 276

Hierarchies of Reward Machines

Authors: Furelos-Blanco, Daniel, Law, Mark, Jonsson, Anders, Broda, Krysia, Russo, Alessandra

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2205.15752

Neuro-Symbolic Learning of Answer Set Programs from Raw Data

Authors: Cunnington, Daniel, Law, Mark, Lobo, Jorge, Russo, Alessandra

Subject Terms: Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2205.12735

Efficient lifting of symmetry breaking constraints for complex combinatorial problems

Authors: Tarzariol, Alice, Gebser, Martin, Law, Mark, Schekotihin, Konstantin

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Logic in Computer Science

Access URL: http://arxiv.org/abs/2205.07129

A Comparison Between Statistical and Symbolic Learning Approaches for Generative Policy Models

Authors: White, Graham, Cunnington, Daniel, Law, Mark, Bertino, Elisa, De Mel, Geeth, Russo, Alessandra

Source: 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA) Machine Learning And Applications (ICMLA), 2019 18th IEEE International Conference On. :1314-1321 Dec, 2019

Relation: 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA)

Towards a Neural-Symbolic Generative Policy Model

Authors: Cunnington, Daniel, Law, Mark, Russo, Alessandra, Bertino, Elisa, Calo, Seraphin

Source: 2019 IEEE International Conference on Big Data (Big Data) Big Data (Big Data), 2019 IEEE International Conference on. :4008-4016 Dec, 2019

Relation: 2019 IEEE International Conference on Big Data (Big Data)

A Generative Policy Model for Connected and Autonomous Vehicles

Authors: Cunnington, Daniel, Manotas, Irene, Law, Mark, Mel, Geeth de, Calo, Seraphin, Bertino, Elisa, Russo, Alessandra

Source: 2019 IEEE Intelligent Transportation Systems Conference (ITSC) Intelligent Transportation Systems Conference (ITSC), 2019 IEEE. :1558-1565 Oct, 2019

Relation: 2019 IEEE Intelligent Transportation Systems Conference - ITSC

Simulating the Fabrication of Nb/Al-O/Nb Josephson Junction for Superconductive Electronics Application

Authors: Pokhrel, Nimesh, Weingartner, Thomas, Burwell, Robert J., Patrick, Erin E., Law, Mark E.

Source: 2019 IEEE International Superconductive Electronics Conference (ISEC) Superconductive Electronics Conference (ISEC), 2019 IEEE International. :1-4 Jul, 2019

Relation: 2019 IEEE International Superconductive Electronics Conference (ISEC)

Generative Policies for Coalition Systems - A Symbolic Learning Framework

Authors: Bertino, Elisa, Russo, Alessandra, Law, Mark, Calo, Seraphin, Manotas, Irene, Verma, Dinesh, Jabal, Amani Abu, Cunnington, Daniel, de Mel, Geeth, White, Graham, Lobo, Jorge, Ingham, John, Cirincione, Gregory H.

Source: 2019 IEEE 39th International Conference on Distributed Computing Systems (ICDCS) ICDCS Distributed Computing Systems (ICDCS), 2019 IEEE 39th International Conference on. :1590-1600 Jul, 2019

Relation: 2019 IEEE 39th International Conference on Distributed Computing Systems (ICDCS)

Using an ASG Based Generative Policy to Model Human Rules

Authors: White, Graham, Ingham, John, Law, Mark, Russo, Alessandra

Source: 2019 IEEE International Conference on Smart Computing (SMARTCOMP) SMARTCOMP Smart Computing (SMARTCOMP), 2019 IEEE International Conference on. :99-103 Jun, 2019

Relation: 2019 IEEE International Conference on Smart Computing (SMARTCOMP)

Outcomes of Neonates Born with Symptomatic Tetralogy of Fallot and Absent Ductus Arteriosus

Authors: Maskatia, Shiraz A., Glatz, Andrew C., Goldstein, Bryan H., Qureshi, Athar M., Zampi, Jeffrey D., McCracken, Courtney E., Nicholson, George T., Meadows, Jeffery J., Shahanavaz, Shabana, Law, Mark A., Batlivala, Sarosh P., Mascio, Christopher E., Chai, Paul J., Romano, Jennifer C., O'Byrne, Michael L., Ligon, Allen, Beshish, Asaad G., Petit, Christopher J.

Source: In The Journal of Pediatrics September 2024 272

FF-NSL: Feed-Forward Neural-Symbolic Learner

Authors: Cunnington, Daniel, Law, Mark, Russo, Alessandra, Lobo, Jorge

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2106.13103

Theoretical Model for Applying Agency and Resource Dependency to Public Higher Education

Authors: Bennett, Cassandra, Law, Mark

Source: Research in Higher Education Journal. Jan 2021 39.

Peer Reviewed: Y

Page Count: 7

Descriptors: Public Education, Higher Education, Models, Theories, Government School Relationship, Public Colleges, Educational Finance, State Aid, Tuition, Student Costs, Educational Quality

Simulation of Hot-Electron Effects with Multi-band Semiconductor Devices

Authors: Tatum, Lars P., Sciullo, Madeline, Law, Mark E.

Source: 2018 International Conference on Simulation of Semiconductor Processes and Devices (SISPAD) Simulation of Semiconductor Processes and Devices (SISPAD), 2018 International Conference on. :327-330 Sep, 2018

Relation: 2018 International Conference on Simulation of Semiconductor Processes and Devices (SISPAD)

Epidemiology of Postoperative Junctional Ectopic Tachycardia in Infants Undergoing Cardiac Surgery

Authors: Kim, Michael E., Baskar, Shankar, Janson, Christopher M., Chandler, Stephanie F., Whitehill, Robert D., Dionne, Audrey, Law, Mark A., Domnina, Yuliya, Smith-Parrish, Melissa N., Bird, Geoffrey L., Banerjee, Mousumi, Zhang, Wenying, Reichle, Garrett, Schumacher, Kurt R., Czosek, Richard J., Morales, David L.S., Alten, Jeffrey A.

Source: In The Annals of Thoracic Surgery June 2024 117(6):1178-1185