Search Results - "Farnia, Farzan" :: K.UTB vyhledávací portál | TBU Library Retrieval Portal

Near Optimal Energy Control and Approximate Capacity of Energy Harvesting Communication

Near Optimal Energy Control and Approximate Capacity of Energy Harvesting Communication

by Yishun Dong, Farnia, Farzan, Ozgur, Ayfer
Published in IEEE journal on selected areas in communications (01.03.2015)

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Journal Article

Understanding GANs in the LQG Setting: Formulation, Generalization and Stability

Understanding GANs in the LQG Setting: Formulation, Generalization and Stability

by Feizi, Soheil, Farnia, Farzan, Ginart, Tony, Tse, David
Published in IEEE journal on selected areas in information theory (01.05.2020)

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Journal Article

An Optimal Transport Approach to Personalized Federated Learning

An Optimal Transport Approach to Personalized Federated Learning

by Farnia, Farzan, Reisizadeh, Amirhossein, Pedarsani, Ramtin, Jadbabaie, Ali
Published in IEEE journal on selected areas in information theory (01.06.2022)

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Journal Article

Interpretation of Neural Networks is Susceptible to Universal Adversarial Perturbations

Interpretation of Neural Networks is Susceptible to Universal Adversarial Perturbations

by Oskouie, Haniyeh Ehsani, Farnia, Farzan
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)

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Conference Proceeding

DiffPattern: Layout Pattern Generation via Discrete Diffusion

DiffPattern: Layout Pattern Generation via Discrete Diffusion

by Wang, Zixiao, Shen, Yunheng, Zhao, Wenqian, Bai, Yang, Chen, Guojin, Farnia, Farzan, Yu, Bei
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (09.07.2023)

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Conference Proceeding

Certified Adversarial Robustness via Partition-based Randomized Smoothing

Certified Adversarial Robustness via Partition-based Randomized Smoothing

by Goli, Hossein, Farnia, Farzan
Year of Publication 20.09.2024

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Journal Article

A Fourier-Based Approach to Generalization and Optimization in Deep Learning

A Fourier-Based Approach to Generalization and Optimization in Deep Learning

by Farnia, Farzan, Zhang, Jesse M., Tse, David N.
Published in IEEE journal on selected areas in information theory (01.05.2020)

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Journal Article

On Feedback in Gaussian Multihop Networks

On Feedback in Gaussian Multihop Networks

by Chern, Bobbie, Farnia, Farzan, Ozgur, Ayfer
Published in IEEE transactions on information theory (01.07.2015)

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Journal Article

Sparse Domain Transfer via Elastic Net Regularization

Sparse Domain Transfer via Elastic Net Regularization

by Zhang, Jingwei, Farnia, Farzan
Year of Publication 13.05.2024

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Journal Article

MoreauGrad: Sparse and Robust Interpretation of Neural Networks via Moreau Envelope

MoreauGrad: Sparse and Robust Interpretation of Neural Networks via Moreau Envelope

by Zhang, Jingwei, Farnia, Farzan
Year of Publication 08.01.2023

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Journal Article

On the Role of Generalization in Transferability of Adversarial Examples

On the Role of Generalization in Transferability of Adversarial Examples

by Wang, Yilin, Farnia, Farzan
Year of Publication 18.06.2022

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Journal Article

Asymptotic behavior of network capacity under spatial network coding

Asymptotic behavior of network capacity under spatial network coding

by Farnia, Farzan, Golestani, S. Jamaloddin
Published in 2013 IEEE Wireless Communications and Networking Conference (WCNC) (01.04.2013)

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Conference Proceeding

Interpretation of Neural Networks is Susceptible to Universal Adversarial Perturbations

Interpretation of Neural Networks is Susceptible to Universal Adversarial Perturbations

by Oskouie, Haniyeh Ehsani, Farnia, Farzan
Year of Publication 30.11.2022

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Journal Article

Structured Gradient-Based Interpretations via Norm-Regularized Adversarial Training

Structured Gradient-Based Interpretations via Norm-Regularized Adversarial Training

by Gong, Shizhan, Dou, Qi, Farnia, Farzan
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)

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Conference Proceeding

An Optimism-based Approach to Online Evaluation of Generative Models

An Optimism-based Approach to Online Evaluation of Generative Models

by Hu, Xiaoyan, Leung, Ho-fung, Farnia, Farzan
Year of Publication 11.06.2024

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Journal Article

On the Mode-Seeking Properties of Langevin Dynamics

On the Mode-Seeking Properties of Langevin Dynamics

by Cheng, Xiwei, Fu, Kexin, Farnia, Farzan
Year of Publication 04.06.2024

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Journal Article

Universal Adversarial Directions

Universal Adversarial Directions

by Choi, Ching Lam, Farnia, Farzan
Year of Publication 28.10.2022

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Journal Article

Stability and Generalization in Free Adversarial Training

Stability and Generalization in Free Adversarial Training

by Cheng, Xiwei, Fu, Kexin, Farnia, Farzan
Year of Publication 13.04.2024

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Journal Article

Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training

Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training

by Gong, Shizhan, Dou, Qi, Farnia, Farzan
Year of Publication 06.04.2024

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Journal Article

On the Inductive Biases of Demographic Parity-based Fair Learning Algorithms

On the Inductive Biases of Demographic Parity-based Fair Learning Algorithms

by Lei, Haoyu, Gohari, Amin, Farnia, Farzan
Year of Publication 28.02.2024

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Journal Article