Giorgi Nadiradze
4 papers · 2021–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
stochastic gradient descent
(2)
distributed learning
(2)
image classification
(1)
non-convex optimization
(1)
decentralized optimization
(1)
distributed optimization
(1)
neural network optimization
(1)
distributed training
(1)
local updates
(1)
communication efficiency
(1)
asynchronous optimization
(1)
convergence guarantee
(1)
communication compression
(1)
zeroth-order optimization
(1)
convergence bound
(1)
distributed stochastic gradient descent
(1)
client heterogeneity
(1)
gradient estimator
(1)
first-order optimization
(1)
federated averaging
(1)
Papers
Hybrid Decentralized Optimization: Leveraging Both First- and Zeroth-Order Optimizers for Faster Convergence
AAAI 2025
Communication-Efficient Federated Learning With Data and Client Heterogeneity
AISTATS 2024
Asynchronous Decentralized SGD with Quantized and Local Updates
NeurIPS 2021
Elastic Consistency: A Practical Consistency Model for Distributed Stochastic Gradient Descent
AAAI 2021