Tehila Dahan
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
stochastic convex optimization
(2)
distributed learning
(2)
stochastic gradient descent
(2)
stochastic optimization
(2)
convergence rate
(2)
communication efficiency
(1)
distributed machine learning
(1)
byzantine fault tolerance
(1)
asynchronous training
(1)
byzantine robustness
(1)
heterogeneous data
(1)
gradient estimator
(1)
momentum method
(1)
heterogeneous data distribution
(1)
weighted aggregation
(1)
robust aggregation
(1)
local sgd
(1)
communication round
(1)
byzantine robust training
(1)
efficiency
(1)
Papers
Do Stochastic, Feel Noiseless: Stable Stochastic Optimization via a Double Momentum Mechanism
ICLR 2025
Fault Tolerant ML: Efficient Meta-Aggregation and Synchronous Training
ICML 2024
SLowcalSGD : Slow Query Points Improve Local-SGD for Stochastic Convex Optimization
NeurIPS 2024
Weight for Robustness: A Comprehensive Approach towards Optimal Fault-Tolerant Asynchronous ML
NeurIPS 2024