Tehila Dahan
4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π
Conference Polyglot
(3)
π
Cross-Pollinator
(11)
πΊοΈ
Taxonomy Completionist
(10)
Conferences
NIPS (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
distributed learning
(2)
stochastic optimization
(1)
stochastic gradient descent
(1)
variance reduction
(1)
stochastic convex optimization
(1)
fault tolerance
(1)
communication efficiency
(1)
distributed machine learning
(1)
convergence rate
(1)
byzantine fault tolerance
(1)
asynchronous training
(1)
byzantine robustness
(1)
heterogeneous datum
(1)
heterogeneous data distribution
(1)
weighted aggregation
(1)
robust aggregation
(1)
local sgd
(1)
federated learning
(1)
communication round
(1)
Papers
Do Stochastic, Feel Noiseless: Stable Stochastic Optimization via a Double Momentum Mechanism
ICLR 2025
Weight for Robustness: A Comprehensive Approach towards Optimal Fault-Tolerant Asynchronous ML
NIPS 2024
SLowcalSGD : Slow Query Points Improve Local-SGD for Stochastic Convex Optimization
NIPS 2024
Fault Tolerant ML: Efficient Meta-Aggregation and Synchronous Training
ICML 2024