Hossein Taheri
8 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (6) π Cross-Pollinator (9)
πΊοΈ
Taxonomy Completionist
(14)
π§
Keyword Pioneer
π
Grand Slam
Conferences
AISTATS (3)
AAAI (1)
ICLR (1)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
gradient descent
(3)
generalization bound
(3)
communication efficiency
(2)
decentralized learning
(2)
separable datum
(2)
empirical risk minimization
(2)
neural network
(2)
algorithmic stability
(2)
convergence analysis
(1)
high-dimensional inference
(1)
decentralized optimization
(1)
neural network optimization
(1)
high-dimensional statistics
(1)
directed graph
(1)
convergence rate
(1)
generalized linear model
(1)
straggler mitigation
(1)
ridge regularization
(1)
two-layer neural network
(1)
overparameterized learning
(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
On Generalization of Decentralized Learning with Separable Data
AISTATS 2023
Fast Convergence in Learning Two-Layer Neural Networks with Separable Data
AAAI 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
NIPS 2019