Hossein Taheri

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 25

Top Topics

Linear Classification

Empirical Risk Minimization

Top Venues

Publications

Puneesh Deora, Rouzbeh Ghaderi, Hossein Taheri, Christos Thrampoulidis
On the Optimization and Generalization of Multi-head Attention. Trans. Mach. Learn. Res. 2024 (2024)
Puneesh Deora, Rouzbeh Ghaderi, Hossein Taheri, Christos Thrampoulidis
On the Optimization and Generalization of Multi-head Attention. CoRR (2023)
Hossein Taheri, Christos Thrampoulidis
Fast Convergence in Learning Two-Layer Neural Networks with Separable Data. CoRR (2023)
Md Arifur Rahman, Hossein Taheri, Jongyeop Kim
Deep Learning Model for Railroad Structural Health Monitoring via Distributed Acoustic Sensing. SNPD-Winter (2023)
Hossein Taheri, Christos Thrampoulidis
On Generalization of Decentralized Learning with Separable Data. AISTATS (2023)
Hossein Taheri, Christos Thrampoulidis
Fast Convergence in Learning Two-Layer Neural Networks with Separable Data. AAAI (2023)
Hossein Taheri, Christos Thrampoulidis
Generalization and Stability of Interpolating Neural Networks with Minimal Width. CoRR (2023)
Hossein Taheri, Maria Gonzalez Bocanegra, Mohammad Taheri
Artificial Intelligence, Machine Learning and Smart Technologies for Nondestructive Evaluation. Sensors 22 (11) (2022)
Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis
Asymptotic Behavior of Adversarial Training in Binary Linear Classification. ISIT (2022)
Hossein Taheri, Christos Thrampoulidis
Decentralized Learning with Separable Data: Generalization and Fast Algorithms. CoRR (2022)
Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis
Sharp Guarantees and Optimal Performance for Inference in Binary and Gaussian-Mixture Models. Entropy 23 (2) (2021)
Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis
Fundamental Limits of Ridge-Regularized Empirical Risk Minimization in High Dimensions. AISTATS (2021)
Hossein Taheri, Aryan Mokhtari, Hamed Hassani, Ramtin Pedarsani
Quantized Decentralized Stochastic Learning over Directed Graphs. ICML (2020)
Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis
Sharp Asymptotics and Optimal Performance for Inference in Binary Models. CoRR (2020)
Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis
Asymptotic Behavior of Adversarial Training in Binary Classification. CoRR (2020)
Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis
Sharp Asymptotics and Optimal Performance for Inference in Binary Models. AISTATS (2020)
Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis
Fundamental Limits of Ridge-Regularized Empirical Risk Minimization in High Dimensions. CoRR (2020)
Hossein Taheri, Aryan Mokhtari, Hamed Hassani, Ramtin Pedarsani
Quantized Push-sum for Gossip and Decentralized Optimization over Directed Graphs. CoRR (2020)
Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis
Optimality of Least-squares for Classification in Gaussian-Mixture Models. ISIT (2020)
Amirhossein Reisizadeh, Hossein Taheri, Aryan Mokhtari, Hamed Hassani, Ramtin Pedarsani
Robust and Communication-Efficient Collaborative Learning. NeurIPS (2019)
Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis
Sharp Guarantees for Solving Random Equations with One-Bit Information. Allerton (2019)
Amirhossein Reisizadeh, Hossein Taheri, Aryan Mokhtari, Hamed Hassani, Ramtin Pedarsani
Robust and Communication-Efficient Collaborative Learning. CoRR (2019)
Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis
Sharp Guarantees for Solving Random Equations with One-Bit Information. CoRR (2019)
Hossein Taheri, Stephen A. Goodwin, James A. Tigue, Joel C. Perry, Eric T. Wolbrecht
Design and optimization of PARTNER: A parallel actuated robotic trainer for NEuroRehabilitation. EMBC (2016)
Hossein Taheri, David J. Reinkensmeyer, Eric T. Wolbrecht
Model-based assistance-as-needed for robotic movement therapy after stroke. EMBC (2016)
Hossein Taheri, Justin B. Rowe, David Gardner, Vicky Chan, David J. Reinkensmeyer, Eric T. Wolbrecht
Robot-assisted Guitar Hero for finger rehabilitation after stroke. EMBC (2012)
Nicodemus Hallin, Hossein Taheri, Justin Horn, Michael O'Rourke, Dean Edwards
Architecture and applications of Language-Centered Intelligence for unmanned underwater vehicles. SMC (2011)
Justin Horn, Nicodemus Hallin, Hossein Taheri, Michael O'Rourke, Dean Edwards
Intentional State-Ascription in Multi-Agent Systems - A Case Study in Unmanned Underwater Vehicles. PT-AI (2011)