Modoranu, Ionuț-Vlad

6 publications

ICLR 2025 LDAdam: Adaptive Optimization from Low-Dimensional Gradient Statistics Thomas Robert, Mher Safaryan, Ionut-Vlad Modoranu, Dan Alistarh

NeurIPS 2025 Unified Scaling Laws for Compressed Representations Andrei Panferov, Alexandra Volkova, Ionut-Vlad Modoranu, Vage Egiazarian, Mher Safaryan, Dan Alistarh

ICML 2024 Error Feedback Can Accurately Compress Preconditioners Ionut-Vlad Modoranu, Aleksei Kalinov, Eldar Kurtic, Elias Frantar, Dan Alistarh

NeurIPS 2024 MicroAdam: Accurate Adaptive Optimization with Low Space Overhead and Provable Convergence Ionut-Vlad Modoranu, Mher Safaryan, Grigory Malinovsky, Eldar Kurtic, Thomas Robert, Peter Richtárik, Dan Alistarh

NeurIPS 2024 The Iterative Optimal Brain Surgeon: Faster Sparse Recovery by Leveraging Second-Order Information Diyuan Wu, Ionut-Vlad Modoranu, Mher Safaryan, Denis Kuznedelev, Dan Alistarh

ICLR 2021 A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Inference Sanghyun Hong, Yigitcan Kaya, Ionuț-Vlad Modoranu, Tudor Dumitras