Ran Ben Basat
4 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory · Machine Learning
(4)
Application Areas
(3)
Artificial Intelligence
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
gradient compression
(3)
federated learning
(1)
robust estimation
(1)
distributed training
(1)
communication efficiency
(1)
memory complexity
(1)
parameter server
(1)
optimization algorithm
(1)
distributed mean estimation
(1)
stochastic quantization
(1)
runtime complexity
(1)
adaptive quantization
(1)
network telemetry
(1)
packet loss
(1)
telemetry data
(1)
congestion gradient
(1)
opportunistic sending
(1)
packet loss rate
(1)
in-network aggregation
(1)
homomorphic compression
(1)
Papers
Enabling Silent Telemetry Data Transmission with InvisiFlow
NSDI 2025
Optimal and Approximate Adaptive Stochastic Quantization
NeurIPS 2024
THC: Accelerating Distributed Deep Learning Using Tensor Homomorphic Compression
NSDI 2024
EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Learning
ICML 2022