Nadiradze, Giorgi

4 publications

AAAI 2025 Hybrid Decentralized Optimization: Leveraging Both First- and Zeroth-Order Optimizers for Faster Convergence Shayan Talaei, Matin Ansaripour, Giorgi Nadiradze, Dan Alistarh

AISTATS 2024 Communication-Efficient Federated Learning with Data and Client Heterogeneity Hossein Zakerinia, Shayan Talaei, Giorgi Nadiradze, Dan Alistarh

NeurIPS 2021 Asynchronous Decentralized SGD with Quantized and Local Updates Giorgi Nadiradze, Amirmojtaba Sabour, Peter Davies, Shigang Li, Dan Alistarh

AAAI 2021 Elastic Consistency: A Practical Consistency Model for Distributed Stochastic Gradient Descent Giorgi Nadiradze, Ilia Markov, Bapi Chatterjee, Vyacheslav Kungurtsev, Dan Alistarh