Ashkan Panahi
8 papers · 2017–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (8) π Cross-Pollinator (8)
πΊοΈ
Taxonomy Completionist
(15)
π
Interdisciplinary Bridge
π
Keyword Champion
(3)
Conferences
AISTATS (3)
ICML (2)
AAAI (1)
COLT (1)
NIPS (1)
Top co-authors
Keywords
asymptotic analysis
(3)
proximal algorithm
(2)
random feature model
(2)
convex optimization
(2)
sparse regularization
(1)
regularized regression
(1)
sparsity-inducing regularization
(1)
elastic net
(1)
consistent estimation
(1)
clustering algorithm
(1)
sum-of-norms regularization
(1)
deep neural network
(1)
learning curve
(1)
sub-gaussian distribution
(1)
convex regularization
(1)
predictive model
(1)
missing value
(1)
cluster recovery
(1)
regularized least square
(1)
quadratic risk
(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
Random Features Model with General Convex Regularization: A Fine Grained Analysis with Precise Asymptotic Learning Curves
AISTATS 2023
Precise Asymptotic Analysis of Deep Random Feature Models
COLT 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
Clustering by Sum of Norms: Stochastic Incremental Algorithm, Convergence and Cluster Recovery
ICML 2017
A Universal Analysis of Large-Scale Regularized Least Squares Solutions
NIPS 2017