Arsalan Sharifnassab
5 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4) π Academic Marathon (6)
π
Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
ICML (2)
ICLR (1)
JMLR (1)
NIPS (1)
Keywords
multi-resolution estimator
(2)
distributed optimization
(2)
one-shot learning
(2)
communication efficiency
(2)
parameter estimation
(1)
distributed learning
(1)
gradient-based method
(1)
value estimation
(1)
bellman error
(1)
statistical optimization
(1)
lower bound
(1)
error bound
(1)
convex loss function
(1)
proximal method
(1)
mean square bellman error
(1)
federated learning
(1)
gauss-newton direction
(1)
reinforcement learning
(1)
temporal difference learning
(1)
convex optimization
(1)
Papers
MetaOptimize: A Framework for Optimizing Step Sizes and Other Meta-parameters
ICML 2025
Toward Efficient Gradient-Based Value Estimation
ICML 2023
One-Shot Federated Learning: Theoretical Limits and Algorithms to Achieve Them
JMLR 2021
Bounds on Over-Parameterization for Guaranteed Existence of Descent Paths in Shallow ReLU Networks
ICLR 2020
Order Optimal One-Shot Distributed Learning
NIPS 2019