Publications
2023
- R. Bendikas, V. Modugno, D. Kanoulas, F. Vasconcelos and D. Stoyanov, IEEE Robotics and Automation Letters, vol. 8, no. 6, pp. 3326-3333, June 2023, doi: 10.1109/LRA.2023.3266720.
- Bharti, Ayush & Naslidnyk, Masha & Key, Oscar & Kaski, Samuel & Briol, François-Xavier. (2023). . 10.48550/arXiv.2301.11674.
- Lewis-Smith, Andrew and Jaš Šemrl. "Implication Algebras and Implication Semigroups of Binary Relations"In proceedings of.
- Jipsen, Peter and Jaš Šemrl. "Representable and diagonally representable weakening relation algebras"In proceedings of.
- 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
- 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
- L Schaefer, O Slumbers*, S McAleer, Y Du, SV Albrecht, DH Mguni- - arXiv:2302.03439
- Kirk, R, Zhang, A, Grefenstette, E. Rocktaeschel, T , Journal of Artificial Intelligence Research (JAIR), Vol 76 2023
- V Zantedeschi, L Franceschi, J Kaddour, M Kusner, V Niculae--ICLR 2023
- A Lynch, GJS Dovonon, J Kaddour, R Silva-- arXiv preprint arXiv:2303.05470
- Y Yin, J Kaddour, X Zhang, Y Nie, Z Liu, L Kong, Q Liu-- arXiv preprint arXiv:2304.08821
- J Kaddour-- arXiv preprint arXiv:2304.08442
- Hossein A. Rahmani, Xi Wang, Yue Feng, Qiang Zhang, Emine Yilmaz and Aldo Lipani: A Survey on Asking Clarification Questions Datasets in Conversational Systems. ACL2023. To Appear.
- Yue Feng, Yunlong Jiao, Animesh Prasad, Nikolaos Aletras, Emine Yilmaz and Gabriella Kazai:Schema-guided User Satisfaction Modeling for Task-oriented Dialogues.ACL2023. To Appear.
- Yicheng Luo, Zhengyao Jiang, Samuel Cohen, Edward Grefenstette, Marc P. Deisenroth (2023).. Proceedings of the International Conference on Learning Representations (ICLR).
- 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).
- Hengyi Wang, Jingwen Wang, and Lourdes Agapito. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition(CVPR). 2023.
- Zwane. S, Hadjivelichkov. D,Luo. Y,Bekiroglu. Y,Kanoulas. D, Deisenroth. M P,(2023)..Proceedings of the International Conference on Automation Science and Engineering (CASE).
Biggs. F, Schrab. A, Gretton. A, June 2023 arXiv:2306.08777
Tan. D, Acero. F,McCarthy. R, Kanoulas. D,Li. Z, ICML 2023 'Outstanding Paper' in WFML 2023 workshop August 2023
Hawkins-Hooker, A., Visonà, G., Narendra, T.et al..Nat Commun14, 4750 (2023).
Zhang, M., Hawkins-Hooker, A., Paige, B. & Barber, D. , arXiv, 2023.
J Kaddour*, O Key*, P Nawrot, P Minervini, M J Kusner,
Bharti. A,Naslidnyk. M, Key. O, Kaski. S,Briol. F-X,arXiv:2301.11674
Biggs, F; Guedj, B..AISTATS 2023
Y Zhu, L Gultchin, A Gretton, A Korba, M Kusner, A Mastouri, K Muandet,(Invited talk) Causal Inference Meets Statistics Quarterly Meeting
Y Zhu, K Budhathoki, J Kuebler, D Janzing;arXiv preprint arXiv:2304.11625
Naslidnyk, M, Kanagawa, M, Karvonen, T, and Mahsereci, M arXiv preprint 2023
2022
- Biggs, F.; Guedj, BInternational Conf. Machine Learning (ICML) 2022.
- Biggs, F.; Guedj, BArtificial Intelligence and Statistics (AISTATS), 2022.
- Kaddour, J; Lynch, APreprint
Ye, F; Feng, Y; Yilmaz, E.Findings of ACL 2022.
Ye, F; Manotumruksa, J; Yilmaz, EThe 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 LiuICML2022 Pre-Training Workshop, * Equal Contribution
J Kaddour, L Liu, R Silva, MJ KusnerarXiv preprint arXiv:2202.00661
V Zantedeschi, J Kaddour, L Franceschi, M Kusner, V NiculaeICLR2022 Workshop on the Elements of Reasoning: Objects, Structure and Causality
Schrab. A, Jitkrittum. W, Szabó. Z, Sejdinovic. D, Gretton. A, ,Biometrika, Volume 109, Issue 3, September 2022, Pages 597–603
Kaddour, J;NeurIPS 2022 HITY
MorrealeL, AigermanN, Guerrero P, Kim V, Mitra N , CVPR 2022
Konstantinos Tsinganos, Konstantinos Chatzilygeroudis, Denis Hadjivelichkov, Theodoros Komninos, Evangelos Dermatas, andDimitrios Kanoulas."Behavior Policy Learning: Learning Long-Horizon Tasks via Solution Sketches and Model-Based Controllers",
In the Journal of Frontiers in Robotics and AI,.Denis Hadjivelichkov, Sicelukwanda Zwane, Marc Peter Deisenroth, Lourdes Agapito,Dimitrios Kanoulas."One-Shot Transfer of Affordance Regions? AffCorrs!", In the 6th Annual Conference on Robot Learning,.
- Rameez, R;Rahmani, H. A.; Yilmaz, E.,The 30th ACM Conference on User Modeling, Adaptation and Personalization (UMAP’ 22), 2022
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 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
Ruis, L; Khan, A; Biderman, S; Hooker, S; Rocktaeschel, T; Grefenstette, E: Preprint
InProceedings of the 44th Annual Conference of the Cognitive Science Society.
Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking.,,,,Emine Yilmaz..
Tang. R*, Liu. L*, Pandey. A, Jiang. Z, Yang. G, Kumar. K, Stenetorp. P, Lin. J, Ture. F, Oct 2022arXiv: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);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, IEEE Robotics and Automation Letters, vol. 7, no. 4, pp.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; -ICLR 2022
Y Zhu, L Gultchin, A Gretton, MJ Kusner, R Silva;UAI 2022 (Oral Presentation)
2021
Gaujac, B., Feige, I., Barber, D. (2021).
Zhao, A., Gudmundsson, E., Mogulkoc, N., Jones, M.G., van Moorsel, C., Corte, T.J., ...van Es, H.W. (2021).ERJ OPEN RESEARCH, 7 (3), doi:10.1183/23120541.00316-2021
Yu, C., Behrens, T.E. and Burgess, N., 2020.In Proceedings of ICLR 2021.
Zhengyao Jiang · Tianjun Zhang · Robert Kirk · Tim Rocktäschel · Edward Grefenstette.Graph Backup: Data Efficient Backup Exploiting Markovian Data
AMastouri*,Y Zhu*, LGultchin, A Korba, R Silva, MJ Kusner, AGretton, KMuandetICML2021
Liu,Linqing, Patrick Lewis, Sebastian Riedel, and PontusStenetorp.(2021).
Wang.C, Yang. Y,Slumbers. O,Han. C, Guo. T,Zhang. H, and Wang. J.(2021).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).
Perez-Nieves, N*, Slumbers. O*, Yang*. Y, Mguni. D.H, Wen. Y, andWang. J. In International Conference on Machine Learning, pp. 8514-8524. PMLR, 2021.
Dinh, Le Cong, Yaodong Yang, Zheng Tian, Oliver Slumbers, Nicolas Perez Nieves, David Henry Mguni, Haitham Bou Ammar, and Jun Wang.(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. -Blue Sky Track Best Paper Award
Jason McEwen, Christopher GR Wallis,Augustine N Mavor-Parker, 2021.
Oliver J Cobb, Christopher GR Wallis,Augustine N Mavor-Parker, AugustMarignier, Matthew A Price, Mayeuld'Avezac, Jason D McEwenE, , International Conference on Learning Representations, 2021.
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.
Hadjivelichkov, D, Kanoulas. D., 2021
Samvelyan, M., Kirk, R., Kurin, V., Parker-Holder, J., Jiang, M., Hambro, E., Petroni, F., Kuttler, H., Grefenstette, E., Rocktäschel, T., “MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research”, Accepted to NeurIPS 2021 Datasets and Benchmarks Track.
Cohen, S., Amos., B. & Lipman., Y. (2021). Riemannian Convex Potential Flows. Proceedings of the International Conference in Machine Learning (ICML).
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).
Cohen, S., Mbuvha, R., Marwala T. & Deisenroth, M. (2020). Healing Products of Gaussian Process Experts. Proceedings of the International Conference on Machine Learning (ICML).
Hirsch, R., &Semrl, J. (2021). . Proceedings - Symposium on Logic in Computer Science, 2021-June. doi:10.1109/LICS52264.2021.9470509
Liu, J.,Balatti, P., Ellis, K.,Hadjivelichkov, D.,Stoyanov, D.,Ajoudani, A., &Kanoulas, D. .(2021).
Hirsch, R., &Semrl, J. . Proceedings - Symposium on Logic in Computer Science, 2021-June. doi:10.1109/LICS52264.2021.9470509(2021)
Biggs, F.; Guedj, BEntropy 2021, 23, 1280
Fanghua Ye, Jarana Manotumruksa, Qiang Zhang, Shenghui Li, Emine Yilmaz. Proceedings of the Web Conference 2021.
J Kaddour, Y Zhu, Q Liu, MJ Kusner, R SilvaNeurIPS 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. andYu, C., 2020.
Augustine N Mavor-Parker, Kimberly A Young, Caswell Barry, Lewis Griff, previously presented atNeurIPSBiological and Artificial Reinforcement Learning Workshop, 2020.
Cohen, S., Arbel, M., & Deisenroth, M. (2020).
Kaddour, J; Saemundsson, S; Deisenroth, MNeurIPS 2020