Filip Hanzely
11 papers
· 2018–2021
· 5 conferences
· across top CS/AI conferences
Achievements
π
Conference Polyglot
(5)
π§
Keyword Pioneer
πΊοΈ
Taxonomy Completionist
(16)
π
Interdisciplinary Bridge
π£
Hot Topic Early Bird
π
Cross-Pollinator
(14)
π€
Dynamic Duo
(11)
π
Century Club
(11)
π
Conference Pioneer
β‘
Prolific Year
(5)
Conferences
NIPS (4)
AISTATS (3)
ICML (2)
AAAI (1)
UAI (1)
Top co-authors
Keywords
variance reduction
(4)
coordinate descent
(4)
distributed optimization
(2)
convex optimization
(2)
local sgd
(2)
federated learning
(2)
stochastic gradient descent
(2)
stochastic optimization
(2)
empirical risk minimization
(1)
low-rank decomposition
(1)
finite-sum optimization
(1)
shadow removal
(1)
low-rank recovery
(1)
importance sampling
(1)
distributed learning
(1)
strongly convex
(1)
communication complexity
(1)
gradient descent
(1)
convergence analysis
(1)
nonconvex optimization
(1)
Papers
Local SGD: Unified Theory and New Efficient Methods
AISTATS 2021
Stochastic Subspace Cubic Newton Method
ICML 2020