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Shameem A Puthiya Parambath
Shameem A Puthiya Parambath
glasgow.ac.uk의 이메일 확인됨
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Optimizing F-measures by cost-sensitive classification
S Puthiya Parambath, N Usunier, Y Grandvalet
Advances in neural information processing systems 27, 2014
1432014
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
942016
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
352018
SAGA: A Submodular Greedy Algorithm for Group Recommendation
SAP Parambath, N Vijayakumar, S Chawla
AAAI 2018, 2018
202018
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
202017
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
152015
Matrix factorization methods for recommender systems
SAP Parambath
152013
Popularity Agnostic Evaluation of Knowledge Graph Embeddings
A Mohamed, SA Parambath, Z Kaoudi, A Aboulnaga
Conference on Uncertainty in Artificial Intelligence, 1059--1068, 2020
142020
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
72020
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
32021
Topic extraction and bundling of related scientific articles
SAP Parambath
arXiv preprint arXiv:1212.5423, 2012
32012
Re-ranking Based Diversification: A Unifying View
SAP Parambath
arXiv preprint arXiv:1906.11285, 2019
22019
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
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
Permutation-Invariant Subgraph Discovery
R Mall, SA Parambath, H Yufei, T Yu, S Chawla
arXiv preprint arXiv:2104.01063, 2021
2021
Risk Aware Ranking for Top- Recommendations
SAP Parambat, V Nishant, S Chawla
arXiv preprint arXiv:1904.05325, 2019
2019
New methods for multi-objective learning
SAP Parambath
Université de Technologie de Compiègne, 2016
2016
Parameter Tuning of Reranking-based Diversification Algorithms using Total Curvature Analysis
SAP Parambath, S Liu, C Anagnostopoulos, R Murray-Smith, I Ounis
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학술자료 1–20