Publications
2023
- R. Bendikas, V. Modugno, D. Kanoulas, F. Vasconcelos and D. Stoyanov, 颈苍听IEEE Robotics and Automation Letters, vol. 8, no. 6, pp. 3326-3333, June 2023, doi: 10.1109/LRA.2023.3266720.
听 - Bharti, Ayush & Naslidnyk, Masha & Key, Oscar & Kaski, Samuel & Briol, Fran莽ois-Xavier. (2023). . 10.48550/arXiv.2301.11674.听
听 - Lewis-Smith, Andrew and Ja拧 艩emrl. "Implication Algebras and Implication Semigroups of Binary Relations"听听In proceedings of听.
听 - Jipsen, Peter and Ja拧 艩emrl. "Representable and diagonally representable weakening relation algebras"听听In proceedings of听.
听 - DH Mguni, A Sootla, J Ziomek, O Slumbers*, Z Dai, K Shao, J wang - Timing is Everything: Learning to Act Selectively with Costly Actions and Budgetary Constraints - ICLR 2023
听 - O Slumbers*, DH Mguni, SM McAleer, SB Blumberg, J Wang, Y Yang - A Game-Theoretic Framework for Managing Risk in Multi-Agent Systems - ICML 2023
听 - L Schaefer, O Slumbers*, S McAleer, Y Du, SV Albrecht, DH Mguni听-听 - arXiv:2302.03439
听 - Kirk, R, Zhang, A, Grefenstette, E. Rocktaeschel, T , Journal of Artificial Intelligence Research (JAIR), Vol 76 2023
听 - V Zantedeschi, L Franceschi, J Kaddour, M Kusner, V Niculae听-听听-ICLR 2023
听 - A Lynch, GJS Dovonon, J Kaddour, R Silva听-听听- arXiv preprint arXiv:2303.05470
听 - Y Yin, J Kaddour, X Zhang, Y Nie, Z Liu, L Kong, Q Liu听-听听- arXiv preprint arXiv:2304.08821
听 - J Kaddour听-听听- arXiv preprint arXiv:2304.08442
听 - Hossein A. Rahmani, Xi Wang, Yue Feng, Qiang Zhang, Emine Yilmaz and Aldo Lipani: A Survey on Asking Clarification Questions Datasets in Conversational Systems. 听ACL听2023. To Appear.
听 - Yue Feng, Yunlong Jiao, Animesh Prasad, Nikolaos Aletras, Emine Yilmaz and Gabriella Kazai:听Schema-guided User Satisfaction Modeling for Task-oriented Dialogues.听ACL听2023. To Appear.听
听 - Yicheng Luo, Zhengyao Jiang, Samuel Cohen, Edward Grefenstette, Marc P. Deisenroth (2023).. Proceedings of the International Conference on Learning Representations (ICLR).
听 - Jake Cunningham, Daniel de Souza, So Takao, Marc van der Wilk, Marc P. Deisenroth (2023). . Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS).
听 - Hengyi Wang, Jingwen Wang, and Lourdes Agapito. 听Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition听(CVPR). 2023.
听 - Zwane. S, Hadjivelichkov. D,听Luo. Y,听Bekiroglu. Y,听Kanoulas. D, Deisenroth. M P,听(2023).听.听Proceedings of the International Conference on Automation Science and Engineering (CASE).
听 Biggs. F, Schrab. A, Gretton. A, 听June 2023 arXiv:2306.08777听
Tan. D, Acero. F,听McCarthy. R, Kanoulas. D,听Li. Z, ICML 2023 'Outstanding Paper' in WFML 2023 workshop August 2023
Hawkins-Hooker, A., Vison脿, G., Narendra, T.听et al.听.听Nat Commun听14, 4750 (2023).听
听Zhang, M., Hawkins-Hooker, A., Paige, B. & Barber, D. , arXiv, 2023. 听
J Kaddour*, O Key*, P Nawrot, P Minervini, M J Kusner,
Bharti. A,听Naslidnyk. M, Key. O, Kaski. S,听Briol. F-X,听听arXiv:2301.11674听
Biggs, F; Guedj, B.听.听听AISTATS 2023
Y Zhu, L Gultchin, A Gretton, A Korba, M Kusner, A Mastouri, K Muandet,听听(Invited talk) Causal Inference Meets Statistics Quarterly Meeting
Y Zhu, K Budhathoki, J Kuebler, D Janzing;听听arXiv preprint arXiv:2304.11625
Naslidnyk, M, Kanagawa, M, Karvonen, T, and Mahsereci, M 听arXiv preprint 2023
2022
- Biggs, F.; Guedj, B听听International Conf. Machine Learning (ICML) 2022.
听 - Biggs, F.; Guedj, B听听Artificial Intelligence and Statistics (AISTATS), 2022.
听 - Kaddour, J; Lynch, A听听听Preprint
听 Ye, F; Feng, Y; Yilmaz, E.听听Findings of ACL 2022.
Ye, F; Manotumruksa, J; Yilmaz, E听听The 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL 2022).
H Wang*, J Kaddour*, S Liu, J Tang, M Kusner, J Lasenby, Q Liu听听ICML2022 Pre-Training Workshop, * Equal Contribution
J Kaddour, L Liu, R Silva, MJ Kusner听听arXiv preprint arXiv:2202.00661
V Zantedeschi, J Kaddour, L Franceschi, M Kusner, V Niculae听听ICLR2022 Workshop on the Elements of Reasoning: Objects, Structure and Causality
Schrab. A, Jitkrittum. W, Szab贸. Z, Sejdinovic. D, Gretton. A, ,听Biometrika, Volume 109, Issue 3, September 2022, Pages 597鈥603
Kaddour, J;听听NeurIPS 2022 HITY
Morreale听L, Aigerman听N, Guerrero P, Kim V, Mitra N , CVPR 2022
Konstantinos Tsinganos, Konstantinos Chatzilygeroudis, Denis Hadjivelichkov, Theodoros Komninos, Evangelos Dermatas, and听Dimitrios Kanoulas.听"Behavior Policy Learning: Learning Long-Horizon Tasks via Solution Sketches and Model-Based Controllers",
In the Journal of Frontiers in Robotics and AI,听.Denis Hadjivelichkov, Sicelukwanda Zwane, Marc Peter Deisenroth, Lourdes Agapito,听Dimitrios Kanoulas."One-Shot Transfer of Affordance Regions? AffCorrs!", In the 6th Annual Conference on Robot Learning,听.
- Rameez, R;听Rahmani, H. A.; Yilmaz, E.听,听The 30th ACM Conference on User Modeling, Adaptation and Personalization (UMAP鈥 22), 2022
听 M Zhang, O Key, P Hayes, D Barber, B Paige, F-X Briol NeurIPS 2022 Workshop on Score-Based Methods
AN Gomez*, O Key*, K Perlin, S Gou, N Frosst, J Dean, Y Gal听 Journal of Machine Learning Research 23 (171), 1-28
Tang, R; Liu, L; Pandey, A; Jiang, Z; Yang, G; Kumar, K; Stenetorp, P; Lin, J; Ture, F: Preprint听
Ruis, L; Khan, A; Biderman, S; Hooker, S; Rocktaeschel, T; Grefenstette, E: Preprint
听In听Proceedings of the 44th Annual Conference of the Cognitive Science Society.
Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking.听,听,听,听,听Emine Yilmaz.听.听
Tang. R*,听 Liu. L*, Pandey. A, Jiang. Z, Yang. G, Kumar. K, Stenetorp. P, Lin. J, Ture. F,听听 Oct 2022听arXiv:2210.04885 - Winner of ACL 2023 Best Paper Award
Schrab, A.; Guedj, B.; and Gretton, A. In Oh, A. H.; Agarwal, A.; Belgrave, D.; and Cho, K., editor(s);听听Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, 2022
Schrab, A.; Kim, I.; Guedj, B.; and Gretton, A. In Oh, A. H.; Agarwal, A.; Belgrave, D.; and Cho, K., editor(s); Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, 2022.
F. Acero, K. Yuan and Z. Li, 颈苍听IEEE Robotics and Automation Letters, vol. 7, no. 4, pp.听8611-8618, Oct. 2022, doi: 10.1109/LRA.2022.3188108.
Hawkins-Hooker, A., Jones, D.T. & Paige, B. , Machine Learning in Structural Biology workshop at NeurIPS, 2022.
Mguni. DH, Jafferjee. T, Wang. J, Perez-Nieves. N, Slumbers. O, Tong. F, Li. Y, Zhu. J, Yang. Y, Wang. J; -听ICLR 2022
Y Zhu, L Gultchin, A Gretton, MJ Kusner, R Silva;听听UAI 2022 (Oral Presentation)
2021
Gaujac, B., Feige, I., Barber, D. (2021).听
Zhao, A., Gudmundsson, E., Mogulkoc, N., Jones, M.G., van Moorsel, C., Corte, T.J., ...van Es, H.W. (2021).听听ERJ OPEN RESEARCH, 7 (3), doi:10.1183/23120541.00316-2021
Yu, C., Behrens, T.E. and Burgess, N., 2020.听听In Proceedings of ICLR 2021.听
Zhengyao Jiang 路 Tianjun Zhang 路 Robert Kirk 路 Tim Rockt盲schel 路 Edward Grefenstette.听Graph Backup: Data Efficient Backup Exploiting Markovian Data听听
A听Mastouri*,听Y Zhu*, L听Gultchin, A Korba, R Silva, MJ Kusner, A听Gretton, K听Muandet听听ICML2021
Liu,听Linqing, Patrick Lewis, Sebastian Riedel, and Pontus听Stenetorp.听听(2021).听
Wang.听C, Yang. Y,听Slumbers. O,听Han. C, Guo. T,听Zhang. H, and Wang. J.听听(2021).听听ICLR 2022 Gamification and Multiagent Solutions Workshop - Spotlight paper
Feng, Xidong*, Oliver Slumbers*, Ziyu Wan, Bo Liu, Stephen McAleer, Ying Wen, Jun Wang, and Yaodong Yang. "Neural Auto-Curricula in Two-Player Zero-Sum Games." Advances in Neural Information Processing Systems 34 (2021).听
Perez-Nieves, N*, Slumbers. O*, Yang*. Y, Mguni. D.H, Wen. Y, and听Wang. J. In International Conference on Machine Learning, pp. 8514-8524. PMLR, 2021.听
Dinh, Le Cong, Yaodong Yang, Zheng Tian, Oliver Slumbers, Nicolas Perez Nieves, David Henry Mguni, Haitham Bou Ammar, and Jun Wang.听听(2021). TMLR 2021
Yang, Yaodong, Jun Luo, Ying Wen, Oliver Slumbers, Daniel Graves, Haitham Bou Ammar, Jun Wang, and Matthew E. Taylor. "Diverse Auto-Curriculum is Critical for Successful Real-World Multiagent Learning Systems." In Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems, pp. 51-56. 2021. -听Blue Sky Track Best Paper Award听听
Jason McEwen, Christopher GR Wallis,听Augustine N Mavor-Parker听, 2021.
Oliver J Cobb, Christopher GR Wallis,听Augustine N Mavor-Parker, August颈苍听Marignier, Matthew A Price, Mayeul听d'Avezac, Jason D McEwen听E, , International Conference on Learning Representations, 2021.听
T. Olugbade, Y. Cho, Z. Morgan, M. A. El Ghani and N. Bianchi-Berthouze, "Toward Intelligent Car Comfort Sensing: New Dataset and Analysis of Annotated Physiological Metrics," 2021 9th International Conference on Affective Computing and Intelligent Interaction (ACII), 2021, pp. 1-8, doi: 10.1109/ACII52823.2021.9597393.听
Hadjivelichkov, D, Kanoulas. D.听, 2021
Samvelyan, M., Kirk, R., Kurin, V., Parker-Holder, J., Jiang, M., Hambro, E., Petroni, F., Kuttler, H., Grefenstette, E., Rockt盲schel, T., 鈥淢iniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research鈥, Accepted to NeurIPS 2021 Datasets and Benchmarks Track.听
Cohen, S., Amos., B. & Lipman., Y. (2021). Riemannian Convex Potential Flows. Proceedings of the International Conference in Machine Learning (ICML).听
Cohen, S., Luise., G., Terenin., A., Amos., B., & Deisenroth, M. (2021). Aligning Time Series on Incomparable Spaces. Proceedings of the 24th International Conference on Artificial Intelligence and Statistics (AISTATS).听
Cohen, S., Mbuvha, R., Marwala T. & Deisenroth, M. (2020). Healing Products of Gaussian Process Experts. Proceedings of the International Conference on Machine Learning (ICML).听
Hirsch, R., &听Semrl, J. (2021).鈥.鈥Proceedings - Symposium on Logic in Computer Science, 2021-June. doi:10.1109/LICS52264.2021.9470509听
Liu, J.,听Balatti, P., Ellis, K.,听Hadjivelichkov, D.,听Stoyanov, D.,听Ajoudani, A., &听Kanoulas, D. 鈥.听(2021).
Hirsch, R., &听Semrl, J.鈥.鈥Proceedings - Symposium on Logic in Computer Science, 2021-June. doi:10.1109/LICS52264.2021.9470509听(2021)
Biggs, F.; Guedj, B听听Entropy 2021, 23, 1280
Fanghua Ye, Jarana Manotumruksa, Qiang Zhang, Shenghui Li, Emine Yilmaz. 听Proceedings of the Web Conference 2021.听
J Kaddour, Y Zhu, Q Liu, MJ Kusner, R Silva听听NeurIPS 2021
O Key*, T Fernandez*, A Gretton, F-X Briol Your Model is Wrong Workshop at NeurIPS 2021
Hawkins-Hooker, A., Jones, D.T. & Paige, B. , Machine Learning in Structural Biology workshop at NeurIPS, 2021.
2020
Tang, H., Meng, Z., Hao, J., Chen, C., Graves, D., Li, D., Liu, W., Yang, Y. and听Yu, C., 2020.听
Augustine N Mavor-Parker, Kimberly A Young, Caswell Barry, Lewis Griff颈苍听听, previously presented at听NeurIPS听Biological and Artificial Reinforcement Learning Workshop, 2020.听
Cohen, S., Arbel, M., & Deisenroth, M. (2020).
Kaddour, J; Saemundsson, S; Deisenroth, M听听听听NeurIPS 2020