Shibal Ibrahim

According to our database, Shibal Ibrahim authored at least 13 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Nonparametric High-dimensional Models: Sparsity, Efficiency, Interpretability

Shibal Ibrahim

PhD thesis, 2024

OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization.

Xiang Meng, Shibal Ibrahim, Kayhan Behdin, Hussein Hazimeh, Natalia Ponomareva, Rahul Mazumder

Proceedings of the Forty-first International Conference on Machine Learning, 2024

End-to-end Feature Selection Approach for Learning Skinny Trees.

Shibal Ibrahim, Kayhan Behdin, Rahul Mazumder

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

GRAND-SLAMIN' Interpretable Additive Modeling with Structural Constraints.

Shibal Ibrahim, Gabriel Afriat, Kayhan Behdin, Rahul Mazumder

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

COMET: Learning Cardinality Constrained Mixture of Experts with Trees and Local Search.

Shibal Ibrahim, Wenyu Chen, Hussein Hazimeh, Natalia Ponomareva, Zhe Zhao, Rahul Mazumder

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Dyn-GWN: Time-Series Forecasting using Time-varying Graphs with Applications to Finance and Traffic Prediction.

Shibal Ibrahim, Max Tell, Rahul Mazumder

Proceedings of the 4th ACM International Conference on AI in Finance, 2023

2022

Newer is Not Always Better: Rethinking Transferability Metrics, Their Peculiarities, Stability and Performance.

Shibal Ibrahim, Natalia Ponomareva, Rahul Mazumder

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Flexible Modeling and Multitask Learning using Differentiable Tree Ensembles.

Shibal Ibrahim, Hussein Hazimeh, Rahul Mazumder

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Knowledge Graph Guided Simultaneous Forecasting and Network Learning for Multivariate Financial Time Series.

Shibal Ibrahim, Wenyu Chen, Yada Zhu, Pin-Yu Chen, Yang Zhang, Rahul Mazumder

Proceedings of the 3rd ACM International Conference on AI in Finance, 2022

2021

Predicting Census Survey Response Rates via Interpretable Nonparametric Additive Models with Structured Interactions.

Shibal Ibrahim, Rahul Mazumder, Peter Radchenko, Emanuel Ben-David

CoRR, 2021

2015

Networked control of single-phase induction motor air conditioners for constrained power systems.

Shibal Ibrahim, Muhammad Shoaib Hassan, Nauman Ahmad Zaffar

Proceedings of the 24th IEEE International Symposium on Industrial Electronics, 2015

Networked PFC drive for SPPSCIM air conditioners to enable elastic load operation in constrained power systems.

Shibal Ibrahim, Nauman Ahmad Zaffar

Proceedings of the IECON 2015, 2015

Gate Automation for Closed Loop Control of Distributary Irrigation Canals in the Indus Basin.

Shibal Ibrahim, Muhammad Soban, Farwa Akhtar, Abubakr Muhammad

Proceedings of the 13th International Conference on Frontiers of Information Technology, 2015