Data Science and Artificial Intelligence

Research output

Research output per year 1989 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024

• 697 Article
• 690 Conference contribution
• 112 Paper
• 37 Chapter
• 198 More
  • 31 Chapter (peer-reviewed)
  • 28 Poster
  • 28 Preprint
  • 22 Abstract
  • 14 Working paper
  • 11 Meeting abstract
  • 11 Editorial
  • 10 Review article
  • 7 Book
  • 5 Comment/debate
  • 5 Other contribution
  • 3 Entry for encyclopedia/dictionary
  • 3 Other chapter contribution
  • 3 Book/Film/Article review
  • 3 Special issue
  • 2 Commissioned report
  • 2 Other report
  • 2 Letter
  • 2 Data set/Database
  • 2 Patent
  • 1 Other
  • 1 Literature review
  • 1 Web publication/site
  • 1 Doctoral Thesis

Research output per year

Research output per year

Search results

• 2024

  Education challenges among early career researchers in Medical Informatics

  Rohani, N., Gallagher, M., Gal, Y. K. & Manataki, A., 22 Aug 2024, Digital Health and Informatics Innovations for Sustainable Health Care Systems: Proceedings of MIE 2024. Mantas, J., Hasman, A., Demiris, G., Saranto, K., Marschollek, M., Arvanitis, T. N., Ognjanović, I., Benis, A., Gallos, P., Zoulias, E. & Andrikopoulou, E. (eds.). IOS Press, p. 1510 - 1514 (Studies in health technology and informatics; vol. 316).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Occupational Career 100%
  • Professional Occupations 100%
  • Semistructured Interview 100%
  • Higher Education Institution 33%
  • Semi-Structured Interview 33%

• Self-reported learning strategies and preferences in health informatics

  Rohani, N., Gallagher, M., Gal, K., Banas, K. & Manataki, A., 22 Aug 2024, Digital Health and Informatics Innovations for Sustainable Health Care Systems: Proceedings of MIE 2024. Mantas, J., Hasman, A., Demiris, G., Saranto, K., Marschollek, M., Arvanitis, T. N., Ognjanović, I., Benis, A., Gallos, P., Zoulias, E. & Andrikopoulou, E. (eds.). IOS Press, Vol. 316. p. 1540-1544 5 p. (Studies in Health Technology and Informatics; vol. 316).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Learning Resource 100%
  • Learning Strategy 100%
  • Machine Learning 50%
  • Educational Programmes 50%
  • Visual Content 50%

• Pre-processing and quality control of large clinical CT head datasets for intracranial arterial calcification segmentation

  Jin, B., del C. Valdés Hernández, M., Fontanella, A., Li, W., Platt, E., Armitage, P., Storkey, A., Wardlaw, J. M. & Mair, G., 15 Jul 2024, (Accepted/In press) Data Engineering in Medical Imaging (DEMI). Springer, (Lecture Notes in Computer Science).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Presence Information 100%
  • Structural Similarity 100%
  • Preprocessing 100%

• Answerable sociotechnical systems

  Kekulluoglu, D., Rovatsos, M. & Kokciyan, N., 5 Jul 2024, (Accepted/In press) Proceedings of the 27th European Conference on Artificial Intelligence. IOS Press

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Automated Decision 100%
  • Artificial Intelligence 66%
  • Agent Framework 33%
  • Decision-Making 33%
  • Reasoning Process 33%

• Can large language models put 2 and 2 together? Probing for entailed arithmetical relationships

  Panas, D., Seth, S. & Belle, V., 7 Jun 2024, (Accepted/In press) Proceedings of the 18th International Conference for Neurosymbolic Learning and Reasoning. (Proceedings of the International Conference for Neurosymbolic Learning and Reasoning).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Cardinality 100%
  • Alanine Aminotransferase 100%

• Ethical reward machines

  Ciupa, J. & Belle, V., 7 Jun 2024, (Accepted/In press) Proceedings of the 18th International Workshop on Neural-Symbolic Learning and Reasoning. (Proceedings of the International Conference for Neurosymbolic Learning and Reasoning).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Reinforcement Learning 100%
  • Artificial Intelligence 100%
  • Behavior (Neuroscience) 50%
  • Symbolic Language 50%

• ToM-LM: Delegating theory of mind reasoning to external symbolic executors in large language models

  Tang, W. & Belle, V., 7 Jun 2024, (Accepted/In press) Proceedings of the 18th International Conference for Neurosymbolic Learning and Reasoning. (Proceedings of the International Conference for Neurosymbolic Learning and Reasoning).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Large Language Model 100%
  • model checker 50%

• Progression with probabilities in the Situation Calculus: Representation and succinctness

  Liu, D. & Belle, V., 6 May 2024, Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems. ACM, p. 1210-1218 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Situation Calculus 100%
  • Knowledge Base 100%
  • Level Representation 20%
  • Second-Order Logic 20%

• Learning high-frequency functions made easy with sinusoidal positional encoding

  Sun, C., Yuan, Z., Xu, K., Mai, L., N, S., Chen, S. & Marina, M. K., 1 May 2024, (Accepted/In press) Proceedings of the 41st International Conference on Machine Learning.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Tasks 100%
  • Frequency Feature 66%
  • Fourier Feature 50%
  • Learning Task 25%
  • Dimensional Input 25%

• Neuro-Symbolic AI + Agent Systems: A First Reflection on Trends, Opportunities and Challenges

  Belle, V., Fisher, M., Russo, A., Komendantskaya, E. & Nottle, A., 30 Mar 2024, Autonomous Agents and Multiagent Systems. Best and Visionary Papers. Amigoni, F. & Sinha, A. (eds.). Springer, Vol. 14456. p. 180-200 Chapter 10. (Autonomous Agents and Multiagent Systems. Best and Visionary Papers; vol. 14456).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Reasoning 100%
  • Artificial Intelligence 100%
  • Feature Extraction 50%
  • Multi Agent Systems 50%
  • Machine Learning 50%

• AirPlanes: Accurate plane estimation via 3D-consistent embeddings

  Watson, J., Aleotti, F., Sayed, M., Qureshi, Z., Mac Aodha, O., Brostow, G., Firman, M. & Vicente, S., 6 Mar 2024, (Accepted/In press) Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Clustering Algorithm 100%

• Enhancing 2D representation learning with a 3D prior

  Aygun, M., Dhar, P., Yan, Z., Mac Aodha, O. & Ranjan, R., 6 Mar 2024, (Accepted/In press) Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Supervised Method 100%
  • Representation Learning 100%
  • Binocular Vision 100%
  • Computer Vision 50%
  • Self-Supervised Learning 50%

• From coarse to fine-grained open-set recognition

  Lang, N., Snæbjarnarson, V., Cole, E., Mac Aodha, O., Igel, C. & Belongie, S., 6 Mar 2024, (Accepted/In press) Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Open Set Recognition 100%
  • Counterintuitive Behavior 10%
  • World Problems 8%

• GeoGen: Geometry-aware generative modeling via signed distance functions

  Esposito, S., Xu, Q., Kania, K., Hewitt, C., Mariotti, O., Petikam, L., Valentin, J., Onken, A. & Mac Aodha, O., 6 Mar 2024, (Accepted/In press) Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Signed Distance 100%
  • Distance Function 100%
  • Generative Model 75%

• Improving semantic correspondence with viewpoint-guided spherical maps

  Mariotti, O., Mac Aodha, O. & Bilen, H., 6 Mar 2024, (Accepted/In press) Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Self-Supervised Representation Learning 100%

• SAOR: Single-view articulated object reconstruction

  Aygün, M. & Aodha, O. M., 6 Mar 2024, (Accepted/In press) Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Articulated Object 100%
  • Object Shape 100%
  • Captured Image 50%

• Assessing the Quality of a Knowledge Graph via Link Prediction Tasks

  Zhu, R., Bundy, A., Wang, F., Li, X., Nuamah, K., Xu, L., Mauceri, S. & Pan, J. Z., 5 Mar 2024, NLPIR '23: Proceedings of the 2023 7th International Conference on Natural Language Processing and Information Retrieval. Association for Computing Machinery, p. 124-129 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Link Prediction 100%
  • Evaluation 50%
  • Research Worker 50%
  • Application 50%
  • Gold Standard 50%

• An overview of using large language models for the symbol grounding task in ABC repair system

  Chan, P. Y., Li, X. & Bundy, A., 22 Feb 2024, Cognitive AI 2023. Villagra, P. L. & Li, X. (eds.). CEUR-WS, Vol. 3644. p. 1-10 10 p. (CEUR Workshop Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Large Language Model 100%
  • Language 100%
  • User 33%
  • Common Knowledge 33%

• Automating Theory Repair in First Order Logic

  Wong, T., Li, X. & Bundy, A., 22 Feb 2024, Cognitive AI 2023. CEUR-WS, Vol. 3644. p. 1-8 8 p. (CEUR Workshop Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Datalog 100%
  • Fault Detection 50%
  • Belief Revision 50%
  • Expressive Power 50%
  • Application 50%

• Logic and Theory Repair in Legal Modification

  Lu, Y., Lin, Y., Li, X., Bundy, A., Schafer, B. & Ireland, A., 22 Feb 2024, Cognitive AI 2023. CEUR-WS, Vol. 3644. p. 1-5 5 p. (CEUR Workshop Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Modification 100%
  • Theory 100%
  • Change 100%
  • Maintenance 100%
  • Legal Reasoning 100%

• Incremental Generalized Category Discovery

  Zhao, B. & Mac Aodha, O., 15 Jan 2024, 2023 IEEE/CVF International Conference on Computer Vision (ICCV). Institute of Electrical and Electronics Engineers, p. 19080-19090 11 p. (International Conference on Computer Vision (ICCV)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Unlabeled Data 100%
  • Models 100%
  • Time Step 100%
  • Parametric 100%
  • Categorisation 100%

• Alignment-based conformance checking over probabilistic events

  Zheng, J., Papapanagiotou, P. & Fleuriot, J. D., 3 Jan 2024, 57th Hawaii International Conference on System Sciences. University of Hawaiʻi at Mānoa, p. 5982-5991 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Events 100%
  • Process Model 50%
  • Algorithms 50%
  • Functions 33%
  • Activity Recognition 16%
• 2023

  Active Learning-Based Species Range Estimation

  Lange, C., Cole, E., Van Horn, G. & Mac Aodha, O., 15 Dec 2023, 37th Conference on Neural Information Processing Systems (NeurIPS 2023). Curran Associates Inc, Vol. 36. p. 41892-41913 22 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Learning 100%
  • Species 100%
  • Based Active Learning 100%
  • Model 37%
  • Observation 25%

• Fast Approximation of Similarity Graphs with Kernel Density Estimation

  Macgregor, P. & Sun, H., 15 Dec 2023, 37th Conference on Neural Information Processing Systems (NeurIPS 2023). Curran Associates Inc, Vol. 36. p. 67603-67624 22 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Approximation (Algorithm) 100%
  • Similarity Graph 100%
  • Algorithms 50%
  • Clustering Algorithm 25%
  • Kernel Function 25%

• Machine Learning models for detection and assessment of progression in Alzheimer's disease based on blood and cerebrospinal fluid biomarkers

  Luz, S., Haider, F. & DeSousa, P., 11 Dec 2023, Proccedings of the 45th Annual International Conference of the IEEE Engineering in Medicine Biology Society (EMBC). Institute of Electrical and Electronics Engineers, 4 p. (Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Learning 100%
  • Liquid 100%
  • Alzheimer's Disease 100%
  • Blood Plasma 60%
  • Accuracy 40%

• Machine Learning to Classify Cardiotocography for Fetal Hypoxia Detection

  Francis, F., Luz, S., Wu, H., Townsend, R. & Stock, S. S., 11 Dec 2023, Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 2023. Institute of Electrical and Electronics Engineers, Vol. 2023. 4 p. (Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Learning 100%
  • Intrauterine Hypoxia 100%
  • Cardiotocography 100%
  • Apgar Score 50%
  • Uterine Contraction 20%

• AsyLex: A Dataset for Legal Language Processing of Refugee Claims

  Barale, C., Klaisoongnoen, M., Minervini, P., Rovatsos, M. & Bhuta, N., 7 Dec 2023, Proceedings of the Natural Legal Language Processing Workshop (NLLP 23). Association for Computational Linguistics (ACL), p. 244–257 14 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Natural Language Processing 100%
  • Language Processing 100%
  • Models 100%
  • Gold Standard 66%
  • Domains 66%

• Do Language Models Learn about Legal Entity Types during Pretraining?

  Barale, C., Rovatsos, M. & Bhuta, N., 7 Dec 2023, Proceedings of the Natural Legal Language Processing Workshop (NLLP 23). Association for Computational Linguistics (ACL), p. 25-37 13 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Language Modeling 100%
  • Domains 60%
  • Legal Knowledge 40%
  • Bidirectional Encoder Representations From Transformers 40%
  • Linguistics 20%

• Is the Algorithmic Kadison-Singer Problem Hard?

  Jourdan, B., Macgregor, P. & Sun, H., 28 Nov 2023, 34th International Symposium on Algorithms and Computation (ISAAC 2023). Iwata, S. & Kakimura, N. (eds.). Dagstuhl, Germany: Schloss Dagstuhl - Leibniz-Zentrum für Informatik, Vol. 283. p. 1-18 18 p. 43. (Leibniz International Proceedings in Informatics (LIPIcs)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Algorithm 100%
  • Algorithms 100%
  • Probability 50%
  • Running Time 40%
  • Parameters 40%

• Nudging neural click prediction models to pay attention to position

  Karra, E., Zhao, W., Murray, I. & Pellegrini, R., 21 Oct 2023, Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (CIKM ’23). ACM, p. 1067–1076 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • User 100%
  • Prediction Model 100%
  • Biases 100%
  • Attention 100%
  • Models 66%

• Transparency in Sum-Product Network Decompilation

  Papantonis, G. & Belle, V., 1 Oct 2023, Proceedings of the 26th European Conference on Artificial Intelligence. IOS Press, Vol. 372. p. 1827-1834 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 372).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Bayesian Networks 100%
  • Transform Algorithm 50%
  • Utilities 50%
  • Bypassing 50%
  • Models 50%

• Verifying Belief-based Programs via Symbolic Dynamic Programming

  Liu, D., Huang, Q., Belle, V. & Lakemeyer, G., 1 Oct 2023, Proceedings of the 26th European Conference on Artificial Intelligence. IOS Press, Vol. 372. p. 1497-1504 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 372).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Dynamic Programming 100%
  • Programs 100%
  • Algorithms 50%
  • Programming Language 25%
  • Program Execution 25%

• Building Lightweight Semantic Search Engines

  Rovatsos, M. & Filgueira, R., 25 Sept 2023, Proceedings of the 19th IEEE Conference on eScience (eScience 2023). Institute of Electrical and Electronics Engineers, p. 1-10 10 p. (International Conference on e-Science (e-Science)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Search Engine 100%
  • Semantic Search 100%
  • User 66%
  • Domains 66%
  • Data Repository 33%

• Excursions in first-order logic and probability: infinitely many random variables, continuous distributions, recursive programs and beyond

  Belle, V., 24 Sept 2023, Logics in Artificial Intelligence: 18th European Conference, JELIA 2023, Dresden, Germany, September 20–22, 2023, Proceedings. Springer, p. 35-46 12 p. (Lecture Notes in Computer Science).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Recursive Program 100%
  • Probability 100%
  • Random Variable 100%
  • Continuous Distribution 100%
  • Artificial Intelligence 66%

• Deep Inductive Logic Programming meets Reinforcement Learning

  Belle, V. & Bueff, A., 12 Sept 2023, Proceedings 39th International Conference on Logic Programming. Open Publishing Association, Vol. 385. p. 339-352 14 p. (Electronic Proceedings in Theoretical Computer Science (EPTCS)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Inductive Logic Programming 100%
  • Reinforcement Learning 100%
  • Models 40%
  • Reasoning 20%
  • Application 20%

• Designing for Map-Based Interfaces and Interactions

  Masoodian, M. & Luz, S., 26 Aug 2023, Human-Computer Interaction – INTERACT 2023: 19th IFIP TC13 International Conference, York, UK, August 28 – September 1, 2023, Proceedings, Part IV. Nocera, J. A., Lárusdóttir, M. K., Petrie, H., Piccinno, A. & Winckler, M. (eds.). Springer, p. 616-620 Chapter 82. (Human-Computer Interaction – INTERACT 2023; vol. 14145).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Visualization 100%
  • Design 100%
  • Age 100%
  • Human Activity 50%
  • Research Worker 50%

• Virtual Occlusions Through Implicit Depth

  Watson, J., Sayed, M., Qureshi, Z., Brostow, G. J., Vicente, S., Mac Aodha, O. & Firman, M., 22 Aug 2023, 2023 Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Institute of Electrical and Electronics Engineers, p. 9053-9064 12 p. (IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Time 100%
  • Augmented Reality 66%
  • Models 66%
  • Ordering 66%
  • Real World 33%

• Concerning Measures in a First-order Logic with Actions and Meta-beliefs

  Liu, D., Feng, Q., Belle, V. & Lakemeyer, G., 1 Aug 2023, Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning. IJCAI Inc, p. 451-460 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Order 100%
  • Measures 100%
  • Calculus 50%
  • Probability Theory 50%
  • Mathematical Logic 50%

• Synthesising Recursive Functions for First-Order Model Counting: Challenges, Progress, and Conjectures

  Dilkas, P. & Belle, V., 1 Aug 2023, Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning. IJCAI Inc, p. 198–207

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Models 100%
  • Recursive Function 100%
  • Algorithms 71%
  • Recursion 28%
  • Domains 28%

• ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging

  Fontanella, A., Antoniou, A., Li, W., Wardlaw, J., Mair, G., Trucco, E. & Storkey, A., 23 Jul 2023, Proceedings of Machine Learning Research: Volume 202: International Conference on Machine Learning, 23-29 July 2023, Honolulu, Hawaii, USA. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). ML Research Press, Vol. 202. p. 10153-10169 17 p. (Proceedings of Machine Learning Research).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Medical Imaging 100%
  • Classification Accuracy 50%
  • image feature 50%
  • Classification Task 50%
  • Annotation 50%

• Challenges in Explaining Brain Tumor Detection

  Legastelois, B., Rafferty, A., Brennan, P., Chockler, H., Rajan, A. & Belle, V., 11 Jul 2023, TAS 2023 - Proceedings of the 1st International Symposium on Trustworthy Autonomous Systems. ACM Association for Computing Machinery, p. 1-8 8 p. 21. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Tumor Detection 100%
  • Artificial Intelligence 100%
  • Healthcare 100%
  • User 50%
  • Detection 25%

• Responsible Agency Through Answerability: Cultivating the Moral Ecology of Trustworthy Autonomous Systems

  Hatherall, L., Kekulluoglu, D., Kokciyan, N., Rovatsos, M., Sethi, N., Vierkant, T. & Vallor, S., 11 Jul 2023, TAS '23: Proceedings of the First International Symposium on Trustworthy Autonomous Systems. ACM, p. 1-5 5 p. 50

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Responsible Agency 100%

• Is Learning Summary Statistics Necessary for Likelihood-free Inference?

  Chen, Y., Gutmann, M. U. & Weller, A., 10 Jul 2023, Proceedings of the 40th International Conference on Machine Learning. PMLR, Vol. 202. p. 4529-4544 16 p. (Proceedings of Machine Learning Research).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Summary Statistic 100%
  • Inference 100%
  • Learning 100%
  • Sufficient Statistic 25%
  • Data Type 12%

• Spatial Implicit Neural Representations for Global-Scale Species Mapping

  Cole, E., van Horn, G., Lange, C., Shepard, A., Leary, P., Perona, P., Loarie, S. & Mac Aodha, O., 10 Jul 2023, Proceedings of the 40th International Conference on Machine Learning. PMLR, Vol. 202. p. 6320-6342 23 p. (Proceedings of Machine Learning Research).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Cartography 100%
  • Species 100%
  • Neural Representation 100%
  • Position (Location) 20%
  • Prediction 20%

• Automated Refugee Case Analysis: An NLP Pipeline for Supporting Legal Practitioners

  Barale, C., Rovatsos, M. & Bhuta, N., 9 Jul 2023, Findings of the Association for Computational Linguistics: ACL 2023. Association for Computational Linguistics (ACL), p. 2992–3005 13 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Domains 100%
  • Models 100%
  • Named Entity Recognition 66%
  • User 33%
  • Information Extraction 33%

• Abstracting Noisy Robot Programs

  Hoffman, T. & Belle, V., 30 May 2023, Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems. Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems, p. 534–542 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Robot 100%
  • Programs 100%
  • Action Theory 50%
  • Situation Calculus 50%
  • Reasoning 25%

• Actions, Continuous Distributions and Meta-Beliefs

  Belle, V., 30 May 2023, Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems. Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems, p. 418–426 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Continuous Distribution 100%
  • Reasoning 100%
  • Probability 50%
  • Sensor 50%
  • Reasoning about Action 50%

• A Logic of Only-Believing over Arbitrary Probability Distributions

  Feng, Q., Liu, D., Lakemeyer, G. & Belle, V., 30 May 2023, Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems. Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems, p. 355–363 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Probability 100%
  • Probability Distribution 100%
  • Robotics 66%
  • Representation 33%
  • Arbitrary Arity 33%

• A Web-based Tool for Detecting Argument Validity and Novelty

  Chausson, S., Saadat-Yazdi, A., Li, X., Pan, J. Z., Belle, V., Kokciyan, N. & Ross, B., 30 May 2023, Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems. Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems, p. 3053–3055 3 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Argument 100%
  • Validity 100%
  • User 75%
  • Social Media 50%
  • Soundness 25%

• Contextual Integrity for Argumentation-based Privacy Reasoning

  Ogunniye, G. & Kokciyan, N., 30 May 2023, Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems. Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems, p. 2253–2261 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Argumentation 100%
  • Ontology 66%
  • User 33%
  • Social Context 33%
  • Privacy Policies 33%