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Shibal Ibrahim
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Newer is not always better: Rethinking transferability metrics, their peculiarities, stability and performance
S Ibrahim, N Ponomareva, R Mazumder
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
112022
Knowledge graph guided simultaneous forecasting and network learning for multivariate financial time series
S Ibrahim, W Chen, Y Zhu, PY Chen, Y Zhang, R Mazumder
Proceedings of the Third ACM International Conference on AI in Finance, 480-488, 2022
62022
Networked control of single-phase induction motor air conditioners for constrained power systems
S Ibrahim, MS Hassan, NA Zaffar
2015 IEEE 24th International Symposium on Industrial Electronics (ISIE), 524-529, 2015
62015
Networked PFC drive for SPPSCIM air conditioners to enable elastic load operation in constrained power systems
S Ibrahim, NA Zaffar
IECON 2015-41st Annual Conference of the IEEE Industrial Electronics Society …, 2015
42015
COMET: Learning Cardinality Constrained Mixture of Experts with Trees and Local Search
S Ibrahim, W Chen, H Hazimeh, N Ponomareva, R Mazumder
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
32023
Flexible modeling and multitask learning using differentiable tree ensembles
S Ibrahim, H Hazimeh, R Mazumder
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
32022
Predicting Census Survey Response Rates With Parsimonious Additive Models and Structured Interactions
S Ibrahim, R Mazumder, P Radchenko, E Ben-David
arXiv preprint arXiv:2108.11328, 2021
3*2021
Nonparametric finite mixture models with possible shape constraints: A cubic newton approach
H Wang, S Ibrahim, R Mazumder
arXiv preprint arXiv:2107.08535, 2021
22021
Gate Automation for closed loop control of distributary irrigation canals in the Indus basin
S Ibrahim, M Soban, F Akhtar, A Muhammad
2015 13th International Conference on Frontiers of Information Technology …, 2015
22015
Dyn-GWN: Time-Series Forecasting using Time-varying Graphs with Applications to Finance and Traffic Prediction
S Ibrahim, M Tell, R Mazumder
Proceedings of the Fourth ACM International Conference on AI in Finance, 167-175, 2023
1*2023
GRAND-SLAMIN’ Interpretable Additive Modeling with Structural Constraints
S Ibrahim, GI Afriat, K Behdin, R Mazumder
Thirty-seventh Conference on Neural Information Processing Systems, 2023
12023
Knowledge graphs in machine learning decision optimization
Y Zhu, Y Zhang, PY Chen, R Mazumder, S Ibrahim, W Chen
US Patent App. 17/183,870, 2022
12022
OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization
X Meng, S Ibrahim, K Behdin, H Hazimeh, N Ponomareva, R Mazumder
arXiv preprint arXiv:2403.12983, 2024
2024
End-to-end Feature Selection Approach for Learning Skinny Trees
S Ibrahim, K Behdin, R Mazumder
arXiv preprint arXiv:2310.18542, 2023
2023
MOESART: An Effective Sampling-based Router for Sparse Mixture of Experts
S Ibrahim, W Chen, H Hazimeh, N Ponomareva, R Mazumder
2023
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Artikelen 1–15