Shibal Ibrahim

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 13

Top Topics

Financial Time Series

Multitask Learning

Structural Constraints

Top Venues

Publications

Shibal Ibrahim, Kayhan Behdin, Rahul Mazumder
End-to-end Feature Selection Approach for Learning Skinny Trees. AISTATS (2024)
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 (2024)
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)
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 (2023)
Shibal Ibrahim, Gabriel Afriat, Kayhan Behdin, Rahul Mazumder
GRAND-SLAMIN' Interpretable Additive Modeling with Structural Constraints. NeurIPS (2023)
Shibal Ibrahim, Max Tell, Rahul Mazumder
Dyn-GWN: Time-Series Forecasting using Time-varying Graphs with Applications to Finance and Traffic Prediction. ICAIF (2023)
Shibal Ibrahim, Kayhan Behdin, Rahul Mazumder
End-to-end Feature Selection Approach for Learning Skinny Trees. CoRR (2023)
Shibal Ibrahim, Hussein Hazimeh, Rahul Mazumder
Flexible Modeling and Multitask Learning using Differentiable Tree Ensembles. KDD (2022)
Shibal Ibrahim, Hussein Hazimeh, Rahul Mazumder
Flexible Modeling and Multitask Learning using Differentiable Tree Ensembles. CoRR (2022)
Shibal Ibrahim, Natalia Ponomareva, Rahul Mazumder
Newer is Not Always Better: Rethinking Transferability Metrics, Their Peculiarities, Stability and Performance. ECML/PKDD (1) (2022)
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)
Shibal Ibrahim, Natalia Ponomareva, Rahul Mazumder
Newer is not always better: Rethinking transferability metrics, their peculiarities, stability and performance. CoRR (2021)
Shibal Ibrahim, Rahul Mazumder, Peter Radchenko, Emanuel Ben-David
Predicting Census Survey Response Rates via Interpretable Nonparametric Additive Models with Structured Interactions. CoRR (2021)
Shibal Ibrahim, Muhammad Soban, Farwa Akhtar, Abubakr Muhammad
Gate Automation for Closed Loop Control of Distributary Irrigation Canals in the Indus Basin. FIT (2015)
Shibal Ibrahim, Muhammad Shoaib Hassan, Nauman Ahmad Zaffar
Networked control of single-phase induction motor air conditioners for constrained power systems. ISIE (2015)
Shibal Ibrahim, Nauman Ahmad Zaffar
Networked PFC drive for SPPSCIM air conditioners to enable elastic load operation in constrained power systems. IECON (2015)