DesCartes publications list

[WP1] Y. Noller, R. Shariffdeen, X. Gao, A. Roychoudhury. Trust Enhancement Issues in Program Repair ( PDF ). IEEE/ACM 44th International Conference on Software Engineering (ICSE) 2022.

[WP1] J. Zhang, I. Beschastnikh, S. Mechtaev, A. Roychoudhury. Fair Decision Making via Automated Repair of Decision Trees ( PDF ). Fairware workshop, Co-located with ICSE, 2022.

[WP1] Y. Pote, KS. Meel. On Scalable Testing of Samplers. Accepted at NeurIPS 2022.

[WP1] Z. Fan, A. Roychoudhury, X. Gao, SH. Tan. Improving automatically generated code from Codex via Automated Program Repair. Submitted.

[WP1] B. Genest, L. Henry. Reinforcement Learning Methodologies for effective ε-optimal policies in dense time with discontinuities. Submitted.

[WP1-WP5] N. Asher, J. Hunter, When learning becomes impossible. ACM Conference on Fairness, Accountability, and Transparency ACM FAccT 2022.

[WP1-WP5] X. Huang, Y. Izza, A. Ignatiev, M. Cooper, N. Asher, J. Marques- Silva, Tractable Explanations for d-DNNF Classifier, AAAI 2022.

[WP2] M. Schmitz. Survey on Data Quality and Provenance, NUS SoC Technical report. URI: https://dl.comp.nus.edu.sg/xmlui/handle/1900.100/11099 Date: 2021-11

[WP2] ZY. Khoo, D. Zhang, S. Bressan. What’s Next? Predicting Hamiltonian Dynamics from Discrete Observations of a Vector Field. DEXA (2) 2022.

[WP2] Z. Dai, Y. Chen, H. Yu, KH. Low, P. Jaillet. On Provably Robust Meta-Bayesian Optimization. In Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence (UAI-22), Eindhoven, Netherlands, 2022.

[WP2] A. Iacob, B. Cautis, S. Maniu. Contextual Bandits for Advertising Campaigns: A Diffusion-Model Independent Approach. In Proceedings of the 2022 SIAM International Conference on Data Mining (SDM), 2022

[WP3] S. Zhang, E. Soubies, C. Févotte. On the Relationships between Transform-Learning NMF and Joint-Diagonalization. In revision in IEEE Transaction on Signal Processing.

[WP3] J.B. Lasserre, E. Pauwels, M. Putinar. The Christoffel-Daroux Kernel for Data Analysis, Cambridge University Press.

[WP3] S. Zhang, E. Soubies and C. Févotte. Leveraging Joint-Diagonalization in Transform-Learning NMF. In IEEE Transactions on Signal Processing, vol. 70, pp. 3802-3817, 2022, doi: 10.1109/TSP.2022.3188177.

[WP3] S. Gopalakrishnan, P. R. Singh, H. Fayek, S. Ramasamy and A. Ambikapathi. Knowledge Capture and Replay for Continual Learning. In 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2022, pp. 337-345, doi: 10.1109/WACV51458.2022.00041.

[WP3] M. Korda. Stability and Performance Verification of Dynamical Systems Controlled by Neural Networks: Algorithms and Complexity. In IEEE Control Systems Letters, vol. 6, pp. 3265-3270, 2022, doi: 10.1109/LCSYS.2022.3181806.

[WP3] N. H. A. Mai, V. Magron, J.-B. Lasserre, K.-C. Toh. Tractable hierarchies of convex relaxations for polynomial optimization on the nonnegative orthant. 2022, submitted to Math. Programming Computation.

[WP5] D. Ong, J. Su, B. Chen, A. T. Luu, A. Narendranath, Y. Li, S. Sun, Y. Lin and H.Wang. Is Discourse Role Important for Emotion Recognition in Conversation? AAAI 2022.

[WP5] T. Aksu, Z.  Liu, M. Y. Kan, N. F. Chen. N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking. ACL Findings 2022

[WP5] M. Ravaut, N. F. Chen, S. Joty. SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization. ACL 2022

[WP5] E. Lorenti, N. Bourgon, F. Benamara, A. Mari, V. Moriceau, and C. Courgon. Give me your Intentions, I’ll Predict your Actions: A Two-level Classification of Speech Acts for Crisis Management in Social Media. Language Resources and Evaluation Conference. (LREC), 2022

[WP5] N. Bourgon, F. Benamara, A. Mari, V. Moriceau, G. Chevalier, and L. Leygue. Are Sudden Crises Making me Collapse? Measuring Transfer Learning Performances on Urgency Detection. In Proceedings of the 19th International Conference on Information Systems for Crisis Response and Management (Work in progress paper), ISCRAM 2022

[WP5] D. Sileo, P. Muller, T. van de Cruys. A Pragmatics-Centered Evaluation Framework for Natural Language Understanding. Language Resources and Evaluation Conference (LREC 2022).

[WP5] E. Lorenti, N. Bourgon, F. Benamara, A. Mari, V. Moriceau, and C. Courgon. Speech acts and Communicative Intentions for Urgency Detection. Proceedings of the Proceedings of the 11th Joint Conference on Lexical and Computational Semantics (*Sem 2022), Joint with NAACL 2022

[WP5] F. Benamara (2022). Please Do Not Moderate Me: The Challenges of Hate Speech Detection in Social Media. Tutorial at the Joint EurAI Advanced Course on AI, TAILOR Summer School June 2022.

[WP5] Z. Liu and N. F. Chen (2022). Dynamic Sliding Window Modeling for Abstractive Meeting Summarization, Interspeech 2022

[WP5] N. Chen (2022). Summarizing Conversations: From Meetings to Social Media Chats to highlight the progress of recent trends. Survey talk at Interspeech 2022

[WP5] N. Devatine, P. Muller, C. Braud (2022). Predicting Political Orientation in News with Latent Discourse Structure to Improve Bias Understanding. 3rd Workshop on Computational Approaches to Discourse (CODI 2022).

[WP6] J. Ang. The Problem of Responsibility of the ‘Nobody’, under review at the special issue on “Artificial Intelligence and the Human Person”.

[WP8] W. Zhe, C. Guet. Self-consistent learning of neural dynamical systems from noisy time series. IEEE Transactions on Emerging Topics in Computational Intelligence, 2022