Learning-Based Compressive Subsampling
Baldassarre, Luca, Yen-Huan Li, Scarlett, Jonathan, Gozcu, Baran, Bogunovic, Ilija, Cevher, Volkan
Published in IEEE journal of selected topics in signal processing (01.06.2016)
Published in IEEE journal of selected topics in signal processing (01.06.2016)
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Journal Article
Convergence of the Exponentiated Gradient Method with Armijo Line Search
Li, Yen-Huan, Cevher, Volkan
Published in Journal of optimization theory and applications (01.05.2019)
Published in Journal of optimization theory and applications (01.05.2019)
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Journal Article
Frank-Wolfe works for non-Lipschitz continuous gradient objectives: Scalable poisson phase retrieval
Odor, Gergely, Yen-Huan Li, Yurtsever, Alp, Ya-Ping Hsieh, Quoc Tran-Dinh, El Halabi, Marwa, Cevher, Volkan
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
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Conference Proceeding
Journal Article
Consistency of ℓ1-regularized maximum-likelihood for compressive Poisson regression
Yen-Huan Li, Cevher, Volkan
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
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Conference Proceeding
Learning data triage: Linear decoding works for compressive MRI
Yen-Huan Li, Cevher, Volkan
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
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Conference Proceeding
Journal Article
Barrier smoothing for nonsmooth convex minimization
Quoc Tran-Dinh, Yen-Huan Li, Cevher, Volkan
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
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Conference Proceeding
Online Positron Emission Tomography By Online Portfolio Selection
Li, Yen-Huan
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
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Conference Proceeding
MIMO-OFDM PHY Integrated (MOPI) Scheme for Confidential Wireless Transmission
Jen-Po Cheng, Yen-Huan Li, Ping-Cheng Yeh, Chen-Mou Cheng
Published in 2010 IEEE Wireless Communication and Networking Conference (01.04.2010)
Published in 2010 IEEE Wireless Communication and Networking Conference (01.04.2010)
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Conference Proceeding
Fast Minimization of Expected Logarithmic Loss via Stochastic Dual Averaging
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Paper
Journal Article
Minimizing Quantum Rényi Divergences via Mirror Descent with Polyak Step Size
You, Jun-Kai, Cheng, Hao-Chung, Li, Yen-Huan
Published in 2022 IEEE International Symposium on Information Theory (ISIT) (26.06.2022)
Published in 2022 IEEE International Symposium on Information Theory (ISIT) (26.06.2022)
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Conference Proceeding
Computing Augustin Information via Hybrid Geodesically Convex Optimization
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Paper
Journal Article
Online Learning Quantum States with the Logarithmic Loss via VB-FTRL
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Paper
Journal Article
Minimizing Quantum Renyi Divergences via Mirror Descent with Polyak Step Size
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Paper
Journal Article