| Optimizing F-measures by cost-sensitive classification S Puthiya Parambath, N Usunier, Y Grandvalet Advances in neural information processing systems 27, 2014 | 150 | 2014 |
| A coverage-based approach to recommendation diversity on similarity graph SA Puthiya Parambath, N Usunier, Y Grandvalet Proceedings of the 10th ACM Conference on Recommender Systems, 15-22, 2016 | 100 | 2016 |
| Reuse and adaptation for entity resolution through transfer learning S Thirumuruganathan, SAP Parambath, M Ouzzani, N Tang, S Joty arXiv preprint arXiv:1809.11084, 2018 | 36 | 2018 |
| Effective urban structure inference from traffic flow dynamics S Sarkar, S Chawla, S Ahmad, J Srivastava, H Hammady, F Filali, ... IEEE Transactions on Big Data 3 (2), 181-193, 2017 | 23 | 2017 |
| SAGA: A Submodular Greedy Algorithm for Group Recommendation SAP Parambath, N Vijayakumar, S Chawla AAAI 2018, 2018 | 21 | 2018 |
| CaBS: A cascaded brain tumor segmentation approach E Malmi, S Parambath, JM Peyrat, J Abinahed, S Chawla Proceedings MICCAI Brain, Tumor Segmentation (BRATS), 42-47, 2015 | 17 | 2015 |
| Matrix factorization methods for recommender systems SAP Parambath | 17 | 2013 |
| Popularity Agnostic Evaluation of Knowledge Graph Embeddings A Mohamed, SA Parambath, Z Kaoudi, A Aboulnaga Conference on Uncertainty in Artificial Intelligence, 1059--1068, 2020 | 15 | 2020 |
| Simple and effective neural-free soft-cluster embeddings for item cold-start recommendations SA Puthiya Parambath, S Chawla Data Mining and Knowledge Discovery 34, 1560-1588, 2020 | 7 | 2020 |
| Reuse and adaptation for entity resolution through transfer learning.(Sept S Thirumuruganathan, SAP Parambath, M Ouzzani, N Tang, S Joty arXiv preprint cs.DB/1809.11084, 2018 | 4 | 2018 |
| Max-Utility based arm selection strategy for sequential query recommendations SP Parambath, C Anagnostopoulos, R Murray-Smith, S MacAvaney Asian Conference on Machine Learning, 564-579, 2021 | 3 | 2021 |
| Topic extraction and bundling of related scientific articles SAP Parambath arXiv preprint arXiv:1212.5423, 2012 | 3 | 2012 |
| Re-ranking Based Diversification: A Unifying View SAP Parambath arXiv preprint arXiv:1906.11285, 2019 | 2 | 2019 |
| On Inferring the Time-Varying Traffic Connectivity Structures of an Urban Environment S Chawla, S Sarkar, J Borge-Holthoefer, S Ahamed, H Hammady, F Filali, ... | 2 | 2015 |
| Theory of optimizing pseudolinear performance measures: Application to f-measure SAP Parambath, N Usunier, Y Grandvalet arXiv preprint arXiv:1505.00199, 2015 | 1 | 2015 |
| FedDIP: Federated Learning with Extreme Dynamic Pruning and Incremental Regularization Q Long, C Anagnostopoulos, SP Parambath, D Bi arXiv preprint arXiv:2309.06805, 2023 | | 2023 |
| Parameter Tuning of Reranking-based Diversification Algorithms using Total Curvature Analysis S Puthiya Parambath, S Liu, C Anagnostopoulos, R Murray-Smith, I Ounis Proceedings of the 2022 ACM SIGIR International Conference on Theory of …, 2022 | | 2022 |
| Improving Sequential Query Recommendation with Immediate User Feedback SAP Parambath, C Anagnostopoulos, R Murray-Smith arXiv preprint arXiv:2205.06297, 2022 | | 2022 |
| Parameter Tuning of Reranking-based Diversification Algorithms using Total Curvature Analysis. SP Parambath, S Liu, C Anagnostopoulos, R Murray-Smith, I Ounis ICTIR, 108-114, 2022 | | 2022 |
| Permutation-Invariant Subgraph Discovery R Mall, SA Parambath, H Yufei, T Yu, S Chawla arXiv preprint arXiv:2104.01063, 2021 | | 2021 |
Yves GrandvaletCNRS/UTCVerified email at utc.fr
