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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
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
42022
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
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
End-to-end Feature Selection Approach for Learning Skinny Trees
S Ibrahim, K Behdin, R Mazumder
International Conference on Artificial Intelligence and Statistics, 2863-2871, 2024
2024
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
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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Artículos 1–15