Shameem A Puthiya Parambath
Shameem A Puthiya Parambath
QCRI
Adresse e-mail validée de hbku.edu.qa
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Année
Optimizing F-measures by cost-sensitive classification
SP Parambath, N Usunier, Y Grandvalet
Advances in Neural Information Processing Systems, 2123-2131, 2014
922014
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
492016
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
122018
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
122015
Matrix factorization methods for recommender systems
SAP Parambath
122013
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
102017
SAGA: A Submodular Greedy Algorithm for Group Recommendation
SAP Parambath, N Vijayakumar, S Chawla
AAAI 2018, 2018
82018
Topic extraction and bundling of related scientific articles
SAP Parambath
arXiv preprint arXiv:1212.5423, 2012
32012
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, ...
22015
Theory of optimizing pseudolinear performance measures: Application to f-measure
SAP Parambath, N Usunier, Y Grandvalet
arXiv preprint arXiv:1505.00199, 2015
12015
Simple and effective neural-free soft-cluster embeddings for item cold-start recommendations
SAP Parambath, S Chawla
Data Mining and Knowledge Discovery, 1-29, 2020
2020
Popularity Agnostic Evaluation of Knowledge Graph Embeddings
A Mohamed, SA Parambath, Z Kaoudi, A Aboulnaga
UAI, 2020
2020
Re-ranking Based Diversification: A Unifying View
SAP Parambath
arXiv preprint arXiv:1906.11285, 2019
2019
Risk Aware Ranking for Top- Recommendations
SA Puthiya Parambath, N Vijayakumar, S Chawla
arXiv, arXiv: 1904.05325, 2019
2019
Risk Aware Ranking for Top- Recommendations
SAP Parambat, V Nishant, S Chawla
arXiv preprint arXiv:1904.05325, 2019
2019
SAGA: A Submodular Greedy Algorithm For Group Recommendation
SA Puthiya Parambath, N Vijayakumar, S Chawla
arXiv, arXiv: 1712.09123, 2017
2017
New methods for multi-objective learning
SAP Parambath
2016
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