Heman Shakeri
Scholar

Heman Shakeri

Google Scholar ID: zFIIhGMAAAAJ
Assistant Professor, School of Data Science, University of Virginia
Learning-Based ControlData-driven Signal ProcessingComplex NetworksDynamical systems
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Citations & Impact
All-time
Citations
473
 
H-index
11
 
i10-index
16
 
Publications
20
 
Co-authors
8
list available
Contact
No contact links provided.
Publications
11 items
From Prediction to Practice: A Task-Aware Evaluation Framework for Blood Glucose Forecasting
2026
Cited
0
Deep Kernel Learning for Stratifying Glaucoma Trajectories
2026
Cited
0
FlashSpread: IO-Aware GPU Simulation of Non-Markovian Epidemic Dynamics via Kernel Fusion
2026
Cited
0
The Stationarity Bias: Stratified Stress-Testing for Time-Series Imputation in Regulated Dynamical Systems
2026
Cited
0
Mitigating Exposure Bias in Risk-Aware Time Series Forecasting with Soft Tokens
2025
Cited
0
A Fast Algorithm for Finding Minimum Weight Cycles in Mining Cyclic Graph Topologies
2025
Cited
0
The Metaphysics We Train: A Heideggerian Reading of Machine Learning
2025
Cited
1
The Driver-Blindness Phenomenon: Why Deep Sequence Models Default to Autocorrelation in Blood Glucose Forecasting
2025
Cited
0
Resume (English only)
Co-authors
8 total
Ehsan Ardjmand
Ehsan Ardjmand
Associate Professor of Business Analytics at Ohio University
Co-author 2
Co-author 2
Caterina Scoglio
Caterina Scoglio
University Distinguished Professor of Computer Engineering, Kansas State University
Co-author 4
Co-author 4
Faryad Darabi Sahneh
Faryad Darabi Sahneh
University of Arizona
Behnaz Moradi-Jamei
Behnaz Moradi-Jamei
Assistant Professor, James Madison University
Aram Vajdi
Aram Vajdi
University of Virginia, School of data science
John Van Horn
John Van Horn
University of Virginia