Search Results - Sahraee-Ardakan, Mojtaba

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  1. 1
    Expectation consistent approximate inference: Generalizations and convergence

    Expectation consistent approximate inference: Generalizations and convergence by Fletcher, Alyson, Sahraee-Ardakan, Mojtaba, Rangan, Sundeep, Schniter, Philip

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  2. 2
    Inference With Deep Generative Priors in High Dimensions

    Inference With Deep Generative Priors in High Dimensions by Pandit, Parthe, Sahraee-Ardakan, Mojtaba, Rangan, Sundeep, Schniter, Philip, Fletcher, Alyson K.

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  3. 3
    Matrix inference and estimation in multi-layer models

    Matrix inference and estimation in multi-layer models by Pandit, Parthe, Sahraee-Ardakan, Mojtaba, Rangan, Sundeep, Schniter, Philip, Fletcher, Alyson K

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  4. 4
    Matrix inference and estimation in multi-layer models This article is an updated version of: Pandit P, Sahraee Ardakan M, Rangan S, Schniter P and Fletcher A K 2020 Matrix inference and estimation in multi-layer models Advances in Neural Information Processing Systems vol 33 ed H Larochelle, M Ranzato, R Hadsell, M F Balcan and H Lin (New York: Curran Associates) pp 22456–67. Code available at https://github.com/parthe/ML-Mat-VAMP

    Matrix inference and estimation in multi-layer models This article is an updated version of: Pandit P, Sahraee Ardakan M, Rangan S, Schniter P and Fletcher A K 2020 Matrix inferenc... by Pandit, Parthe, Sahraee-Ardakan, Mojtaba, Rangan, Sundeep, Schniter, Philip, Fletcher, Alyson K

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  5. 5
    Estimation and learning of Dynamic Nonlinear Networks (DyNNets)

    Estimation and learning of Dynamic Nonlinear Networks (DyNNets) by Sahraee-Ardakan, Mojtaba, Fletcher, Alyson K.

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  6. 6
    Generalized Autoregressive Linear Models for Discrete High-Dimensional Data

    Generalized Autoregressive Linear Models for Discrete High-Dimensional Data by Pandit, Parthe, Sahraee-Ardakan, Mojtaba, Amini, Arash A., Rangan, Sundeep, Fletcher, Alyson K.

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  7. 7
    Joint Dictionary Learning for Example-based Image Super-resolution

    Joint Dictionary Learning for Example-based Image Super-resolution by Sahraee-Ardakan, Mojtaba, Joneidi, Mohsen

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  8. 8
    Kernel Methods and Multi-layer Perceptrons Learn Linear Models in High Dimensions

    Kernel Methods and Multi-layer Perceptrons Learn Linear Models in High Dimensions by Sahraee-Ardakan, Mojtaba, Emami, Melikasadat, Pandit, Parthe, Rangan, Sundeep, Fletcher, Alyson K

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  9. 9
    Asymptotics of Ridge Regression in Convolutional Models

    Asymptotics of Ridge Regression in Convolutional Models by Sahraee-Ardakan, Mojtaba, Tung Mai, Rao, Anup, Rossi, Ryan, Rangan, Sundeep, Fletcher, Alyson K

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  10. 10
    Implicit Bias of Linear RNNs

    Implicit Bias of Linear RNNs by Emami, Melikasadat, Sahraee-Ardakan, Mojtaba, Pandit, Parthe, Rangan, Sundeep, Fletcher, Alyson K

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  11. 11
    Generalization Error of Generalized Linear Models in High Dimensions

    Generalization Error of Generalized Linear Models in High Dimensions by Emami, Melikasadat, Sahraee-Ardakan, Mojtaba, Pandit, Parthe, Rangan, Sundeep, Fletcher, Alyson K

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  12. 12
    Inference in Multi-Layer Networks with Matrix-Valued Unknowns

    Inference in Multi-Layer Networks with Matrix-Valued Unknowns by Pandit, Parthe, Sahraee-Ardakan, Mojtaba, Rangan, Sundeep, Schniter, Philip, Fletcher, Alyson K

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  13. 13
    Inference with Deep Generative Priors in High Dimensions

    Inference with Deep Generative Priors in High Dimensions by Pandit, Parthe, Sahraee-Ardakan, Mojtaba, Rangan, Sundeep, Schniter, Philip, Fletcher, Alyson K

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  14. 14
    Rigorous Dynamics and Consistent Estimation in Arbitrarily Conditioned Linear Systems

    Rigorous Dynamics and Consistent Estimation in Arbitrarily Conditioned Linear Systems by Fletcher, Alyson K, Sahraee-Ardakan, Mojtaba, Schniter, Philip, Rangan, Sundeep

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  15. 15
    A study on clustering-based image denoising: From global clustering to local grouping

    A study on clustering-based image denoising: From global clustering to local grouping by Joneidi, Mohsen, Sadeghi, Mostafa, Sahraee-Ardakan, Mojtaba, Babaie-Zadeh, Massoud, Jutten, Christian

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  16. 16
    Expectation Consistent Approximate Inference: Generalizations and Convergence

    Expectation Consistent Approximate Inference: Generalizations and Convergence by Fletcher, Alyson K, Sahraee-Ardakan, Mojtaba, Rangan, Sundeep, Schniter, Philip

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  17. 17
    Low-Rank Nonlinear Decoding of \(\mu\)-ECoG from the Primary Auditory Cortex

    Low-Rank Nonlinear Decoding of \(\mu\)-ECoG from the Primary Auditory Cortex by Emami, Melikasadat, Sahraee-Ardakan, Mojtaba, Pandit, Parthe, Fletcher, Alyson K, Rangan, Sundeep, Trumpis, Michael, Brinnae Bent, Chia-Han, Chiang, Viventi, Jonathan

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