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ORCIDShibal Ibrahim
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2020 – today
- 2025
[j1]Haoyue Wang, Shibal Ibrahim, Rahul Mazumder:
Nonparametric Finite Mixture Models with Possible Shape Constraints: A Cubic Newton Approach. SIAM J. Math. Data Sci. 7(1): 163-188 (2025)- 2024
- [b1]Shibal Ibrahim:
Nonparametric High-dimensional Models: Sparsity, Efficiency, Interpretability. MIT, USA, 2024 - [c11]Shibal Ibrahim, Kayhan Behdin, Rahul Mazumder:
End-to-end Feature Selection Approach for Learning Skinny Trees. AISTATS 2024: 2863-2871 - [c10]Xiang Meng, Shibal Ibrahim, Kayhan Behdin, Hussein Hazimeh, Natalia Ponomareva, Rahul Mazumder:
OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization. ICML 2024 - [i6]Xiang Meng, Shibal Ibrahim, Kayhan Behdin, Hussein Hazimeh, Natalia Ponomareva, Rahul Mazumder:
OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization. CoRR abs/2403.12983 (2024) - 2023
- [c9]Shibal Ibrahim
, Max Tell, Rahul Mazumder:
Dyn-GWN: Time-Series Forecasting using Time-varying Graphs with Applications to Finance and Traffic Prediction. ICAIF 2023: 167-175 - [c8]Shibal Ibrahim, Wenyu Chen, Hussein Hazimeh, Natalia Ponomareva, Zhe Zhao, Rahul Mazumder:
COMET: Learning Cardinality Constrained Mixture of Experts with Trees and Local Search. KDD 2023: 832-844 - [c7]Shibal Ibrahim, Gabriel Afriat, Kayhan Behdin, Rahul Mazumder:
GRAND-SLAMIN' Interpretable Additive Modeling with Structural Constraints. NeurIPS 2023 - [i5]Shibal Ibrahim, Wenyu Chen, Hussein Hazimeh, Natalia Ponomareva, Zhe Zhao, Rahul Mazumder:
COMET: Learning Cardinality Constrained Mixture of Experts with Trees and Local Search. CoRR abs/2306.02824 (2023) - [i4]Shibal Ibrahim, Kayhan Behdin, Rahul Mazumder:
End-to-end Feature Selection Approach for Learning Skinny Trees. CoRR abs/2310.18542 (2023) - 2022
- [c6]Shibal Ibrahim, Wenyu Chen, Yada Zhu, Pin-Yu Chen, Yang Zhang, Rahul Mazumder:
Knowledge Graph Guided Simultaneous Forecasting and Network Learning for Multivariate Financial Time Series. ICAIF 2022: 480-488 - [c5]Shibal Ibrahim, Hussein Hazimeh, Rahul Mazumder:
Flexible Modeling and Multitask Learning using Differentiable Tree Ensembles. KDD 2022: 666-675 - [c4]Shibal Ibrahim, Natalia Ponomareva, Rahul Mazumder:
Newer is Not Always Better: Rethinking Transferability Metrics, Their Peculiarities, Stability and Performance. ECML/PKDD (1) 2022: 693-709 - [i3]Shibal Ibrahim, Hussein Hazimeh, Rahul Mazumder:
Flexible Modeling and Multitask Learning using Differentiable Tree Ensembles. CoRR abs/2205.09717 (2022) - 2021
- [i2]Shibal Ibrahim, Rahul Mazumder, Peter Radchenko, Emanuel Ben-David:
Predicting Census Survey Response Rates via Interpretable Nonparametric Additive Models with Structured Interactions. CoRR abs/2108.11328 (2021) - [i1]Shibal Ibrahim, Natalia Ponomareva, Rahul Mazumder:
Newer is not always better: Rethinking transferability metrics, their peculiarities, stability and performance. CoRR abs/2110.06893 (2021)
2010 – 2019
- 2015
- [c3]Shibal Ibrahim, Muhammad Soban, Farwa Akhtar, Abubakr Muhammad:
Gate Automation for Closed Loop Control of Distributary Irrigation Canals in the Indus Basin. FIT 2015: 341-346 - [c2]Shibal Ibrahim, Nauman Ahmad Zaffar:
Networked PFC drive for SPPSCIM air conditioners to enable elastic load operation in constrained power systems. IECON 2015: 4513-4518 - [c1]Shibal Ibrahim, Muhammad Shoaib Hassan, Nauman Ahmad Zaffar:
Networked control of single-phase induction motor air conditioners for constrained power systems. ISIE 2015: 524-529
Coauthor Index
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