Ashkan Panahi
8 papers · 2017–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird
π
Keyword Champion
(3)
Top co-authors
Research topics
Keywords
asymptotic analysis
(3)
convex optimization
(3)
learning curve
(2)
proximal algorithm
(2)
random feature model
(2)
random matrix theory
(1)
elastic net
(1)
convex relaxation
(1)
sparsity-inducing regularization
(1)
directed graph
(1)
decentralized optimization
(1)
consistent estimation
(1)
regularized regression
(1)
clustering algorithm
(1)
sum-of-norms regularization
(1)
convergence rate
(1)
sparse regularization
(1)
deep neural network
(1)
optimal transport
(1)
stochastic optimization
(1)
Papers
A Novel Convex Gaussian Min Max Theorem for Repeated Features
AISTATS 2025
Asynchronous Decentralized Optimization with Constraints: Achievable Speeds of Convergence for Directed Graphs
AISTATS 2025
Precise Asymptotic Analysis of Deep Random Feature Models
COLT 2023
Random Features Model with General Convex Regularization: A Fine Grained Analysis with Precise Asymptotic Learning Curves
AISTATS 2023
Recovery Bounds on Class-Based Optimal Transport: A Sum-of-Norms Regularization Framework
ICML 2023
Sharing Pattern Submodels for Prediction with Missing Values
AAAI 2023
A Universal Analysis of Large-Scale Regularized Least Squares Solutions
NeurIPS 2017
Clustering by Sum of Norms: Stochastic Incremental Algorithm, Convergence and Cluster Recovery
ICML 2017