Can Karakus
4 papers · 2017–2024 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (10) π Conference Polyglot (3) π Academic Marathon (7) π£ Hot Topic Early Bird π Cross-Pollinator (8)
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Interdisciplinary Bridge
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Keyword Pioneer
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Trend Setter
Conferences
NIPS (2)
ICML (1)
JMLR (1)
Top co-authors
Keywords
distributed optimization
(3)
straggler mitigation
(2)
gradient descent
(2)
communication efficiency
(1)
linear convergence
(1)
gradient compression
(1)
distributed stochastic gradient descent
(1)
erasure coding
(1)
error compensation
(1)
gradient quantization
(1)
local computation
(1)
coded computation
(1)
encoding matrix
(1)
gradient sparsification
(1)
data encoding
(1)
stochastic gradient descent
(1)
sample path convergence
(1)
matrix factorization
(1)
logistic regression
(1)
Papers
MADA: Meta-Adaptive Optimizers Through Hyper-Gradient Descent
ICML 2024
Qsparse-local-SGD: Distributed SGD with Quantization, Sparsification and Local Computations
NIPS 2019
Redundancy Techniques for Straggler Mitigation in Distributed Optimization and Learning
JMLR 2019
Straggler Mitigation in Distributed Optimization Through Data Encoding
NIPS 2017