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ORCIDHossein Taheri
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2020 – today
- 2024
[j4]Hossein Taheri, Christos Thrampoulidis:
Generalization and Stability of Interpolating Neural Networks with Minimal Width. J. Mach. Learn. Res. 25: 156:1-156:41 (2024)- [j3]Puneesh Deora, Rouzbeh Ghaderi, Hossein Taheri, Christos Thrampoulidis:
On the Optimization and Generalization of Multi-head Attention. Trans. Mach. Learn. Res. 2024 (2024) - [i11]Hossein Taheri, Christos Thrampoulidis, Arya Mazumdar:
Sharper Guarantees for Learning Neural Network Classifiers with Gradient Methods. CoRR abs/2410.10024 (2024) - 2023
- [c15]Hossein Taheri, Christos Thrampoulidis:
Fast Convergence in Learning Two-Layer Neural Networks with Separable Data. AAAI 2023: 9944-9952 - [c14]Hossein Taheri, Christos Thrampoulidis:
On Generalization of Decentralized Learning with Separable Data. AISTATS 2023: 4917-4945 - [c13]Md. Arifur Rahman
, Hossein Taheri, Jongyeop Kim:
Deep Learning Model for Railroad Structural Health Monitoring via Distributed Acoustic Sensing. SNPD-Winter 2023: 274-281 - [i10]Hossein Taheri, Christos Thrampoulidis:
Generalization and Stability of Interpolating Neural Networks with Minimal Width. CoRR abs/2302.09235 (2023) - [i9]Hossein Taheri, Christos Thrampoulidis:
Fast Convergence in Learning Two-Layer Neural Networks with Separable Data. CoRR abs/2305.13471 (2023) - [i8]Puneesh Deora, Rouzbeh Ghaderi, Hossein Taheri, Christos Thrampoulidis:
On the Optimization and Generalization of Multi-head Attention. CoRR abs/2310.12680 (2023) - 2022
- [j2]Hossein Taheri, Maria Gonzalez Bocanegra, Mohammad Taheri:
Artificial Intelligence, Machine Learning and Smart Technologies for Nondestructive Evaluation. Sensors 22(11): 4055 (2022) - [c12]Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis:
Asymptotic Behavior of Adversarial Training in Binary Linear Classification. ISIT 2022: 127-132 - [i7]Hossein Taheri, Christos Thrampoulidis:
Decentralized Learning with Separable Data: Generalization and Fast Algorithms. CoRR abs/2209.07116 (2022) - 2021
- [j1]Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis:
Sharp Guarantees and Optimal Performance for Inference in Binary and Gaussian-Mixture Models. Entropy 23(2): 178 (2021) - [c11]Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis:
Fundamental Limits of Ridge-Regularized Empirical Risk Minimization in High Dimensions. AISTATS 2021: 2773-2781 - 2020
- [c10]Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis:
Sharp Asymptotics and Optimal Performance for Inference in Binary Models. AISTATS 2020: 3739-3749 - [c9]Hossein Taheri, Aryan Mokhtari, Hamed Hassani, Ramtin Pedarsani:
Quantized Decentralized Stochastic Learning over Directed Graphs. ICML 2020: 9324-9333 - [c8]Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis:
Optimality of Least-squares for Classification in Gaussian-Mixture Models. ISIT 2020: 2515-2520 - [i6]Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis:
Sharp Asymptotics and Optimal Performance for Inference in Binary Models. CoRR abs/2002.07284 (2020) - [i5]Hossein Taheri, Aryan Mokhtari, Hamed Hassani, Ramtin Pedarsani:
Quantized Push-sum for Gossip and Decentralized Optimization over Directed Graphs. CoRR abs/2002.09964 (2020) - [i4]Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis:
Fundamental Limits of Ridge-Regularized Empirical Risk Minimization in High Dimensions. CoRR abs/2006.08917 (2020) - [i3]Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis:
Asymptotic Behavior of Adversarial Training in Binary Classification. CoRR abs/2010.13275 (2020)
2010 – 2019
- 2019
- [c7]Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis:
Sharp Guarantees for Solving Random Equations with One-Bit Information. Allerton 2019: 765-772 - [c6]Amirhossein Reisizadeh, Hossein Taheri, Aryan Mokhtari, Hamed Hassani, Ramtin Pedarsani:
Robust and Communication-Efficient Collaborative Learning. NeurIPS 2019: 8386-8397 - [i2]Amirhossein Reisizadeh, Hossein Taheri, Aryan Mokhtari, Hamed Hassani, Ramtin Pedarsani:
Robust and Communication-Efficient Collaborative Learning. CoRR abs/1907.10595 (2019) - [i1]Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis:
Sharp Guarantees for Solving Random Equations with One-Bit Information. CoRR abs/1908.04433 (2019) - 2016
- [c5]Hossein Taheri, David J. Reinkensmeyer, Eric T. Wolbrecht:
Model-based assistance-as-needed for robotic movement therapy after stroke. EMBC 2016: 2124-2127 - [c4]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: 2128-2132 - 2012
- [c3]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: 3911-3917 - 2011
- [c2]Nicodemus Hallin, Hossein Taheri, Justin Horn, Michael O'Rourke, Dean Edwards:
Architecture and applications of Language-Centered Intelligence for unmanned underwater vehicles. SMC 2011: 3130-3136 - [c1]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: 225-235
Coauthor Index
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