Dusan Jakovetic
4 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
stochastic gradient descent
(3)
heavy-tailed noise
(2)
non-convex optimization
(2)
high probability bound
(2)
gradient descent
(1)
optimization theory
(1)
clustering algorithm
(1)
convergence rate
(1)
strongly convex function
(1)
gradient clipping
(1)
gradient noise
(1)
large deviation
(1)
rate function
(1)
centroidal voronoi partition
(1)
tail decay
(1)
large deviations theory
(1)
iterative optimization
(1)
online learning
(1)
bregman divergence
(1)
Papers
Tight Long-Term Tail Decay of (Clipped) SGD in Non-Convex Optimization
COLT 2026
High-probability Convergence Bounds for Online Nonlinear Stochastic Gradient Descent under Heavy-tailed Noise
AISTATS 2025
Large deviations rates for stochastic gradient descent with strongly convex functions
AISTATS 2023
Gradient Based Clustering
ICML 2022