Amit Portnoy
4 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(12)
🏆
Keyword Champion
Conferences
ICML (2)
ACL (1)
NIPS (1)
Top co-authors
Keywords
distributed mean estimation
(2)
communication efficiency
(2)
federated learning
(2)
vector quantization
(1)
robust estimation
(1)
gradient compression
(1)
communication compression
(1)
autoencoder architecture
(1)
packet loss
(1)
neural re-ranking
(1)
quantization technique
(1)
bert ranking
(1)
model compression
(1)
one-bit compression
(1)
information retrieval
(1)
document representation
(1)
Papers
Accelerating Federated Learning with Quick Distributed Mean Estimation
ICML 2024
SDR: Efficient Neural Re-ranking using Succinct Document Representation
ACL 2022
EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Learning
ICML 2022
DRIVE: One-bit Distributed Mean Estimation
NIPS 2021