Ionut-Vlad Modoranu
5 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
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Cross-Pollinator
(13)
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Interdisciplinary Bridge
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The Questioner
Conferences
ICLR (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
model compression
(1)
neural network pruning
(1)
sparse recovery
(1)
distributed optimization
(1)
neural network optimization
(1)
second-order optimization
(1)
convergence guarantee
(1)
adaptive optimization
(1)
gradient compression
(1)
memory efficiency
(1)
adam optimizer
(1)
adaptive optimizer
(1)
optimal brain surgeon
(1)
neural network
(1)
Papers
LDAdam: Adaptive Optimization from Low-Dimensional Gradient Statistics
ICLR 2025
MicroAdam: Accurate Adaptive Optimization with Low Space Overhead and Provable Convergence
NIPS 2024
The Iterative Optimal Brain Surgeon: Faster Sparse Recovery by Leveraging Second-Order Information
NIPS 2024
Error Feedback Can Accurately Compress Preconditioners
ICML 2024
A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Inference
ICLR 2021