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Shibal Ibrahim
ORCID
Publication Activity (10 Years)
Years Active: 2015-2023
Publications (10 Years): 14
Top Topics
Structural Constraints
Tree Ensembles
Additive Models
Financial Time Series
Top Venues
CoRR
KDD
ICAIF
IECON
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Publications
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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)