Hossein Taheri
8 papers · 2019–2025 · 6 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 (14) π£ Hot Topic Early Bird
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Research topics
Keywords
generalization bound
(4)
gradient descent
(4)
algorithmic stability
(3)
neural network
(2)
communication efficiency
(2)
separable data
(2)
empirical risk minimization
(2)
decentralized learning
(2)
neural tangent kernel
(2)
decentralized optimization
(1)
neural network optimization
(1)
high-dimensional statistics
(1)
excess risk
(1)
directed graph
(1)
logistic loss
(1)
convergence rate
(1)
generalized linear model
(1)
straggler mitigation
(1)
ridge regularization
(1)
two-layer neural network
(1)
Papers
Sharper Guarantees for Learning Neural Network Classifiers with Gradient Methods
ICLR 2025
Generalization and Stability of Interpolating Neural Networks with Minimal Width
JMLR 2024
Fast Convergence in Learning Two-Layer Neural Networks with Separable Data
AAAI 2023
On Generalization of Decentralized Learning with Separable Data
AISTATS 2023
Fundamental Limits of Ridge-Regularized Empirical Risk Minimization in High Dimensions
AISTATS 2021
Quantized Decentralized Stochastic Learning over Directed Graphs
ICML 2020
Sharp Asymptotics and Optimal Performance for Inference in Binary Models
AISTATS 2020
Robust and Communication-Efficient Collaborative Learning
NeurIPS 2019