Enrique Mallada
Scholar

Enrique Mallada

Google Scholar ID: ZvRFA04AAAAJ
Associate Professor, Johns Hopkins University
Control TheoryOptimizationMachine LearningPower NetworksDynamical Systems
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Citations & Impact
All-time
Citations
2,990
 
H-index
32
 
i10-index
56
 
Publications
20
 
Co-authors
96
list available
Contact
No contact links provided.
Publications
5 items
Symplectic Inductive Bias for Data-Driven Target Reachability in Hamiltonian Systems
2026
Cited
0
Data-driven Acceleration of MPC with Guarantees
2025
Cited
0
A Local Polyak-Lojasiewicz and Descent Lemma of Gradient Descent For Overparametrized Linear Models
2025
Cited
0
Understanding the Learning Dynamics of LoRA: A Gradient Flow Perspective on Low-Rank Adaptation in Matrix Factorization
2025
Cited
0
Variance-Aware Linear UCB with Deep Representation for Neural Contextual Bandits
arXiv.org · 2024
Cited
0
Resume (English only)
Co-authors
96 total
Hancheng Min
Hancheng Min
Shanghai Jiao Tong University
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Rene Vidal
Rene Vidal
Rachleff University Professor, University of Pennsylvania; Amazon Scholar; Chief Scientist, NORCE
Co-author 7
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