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"814-843", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122574"} @article{bb126372, AUTHOR = "Sun, T. and Qiao, L. and Liao, Q. and Li, D.", TITLE = "Novel Convergence Results of Adaptive Stochastic Gradient Descents", JOURNAL = IP, VOLUME = "30", YEAR = "2021", PAGES = "1044-1056", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122575"} @article{bb126373, AUTHOR = "Tirer, T. and Giryes, R.", TITLE = "On the Convergence Rate of Projected Gradient Descent for a Back-Projection Based Objective", JOURNAL = SIIMS, VOLUME = "14", YEAR = "2021", NUMBER = "4", PAGES = "1504-1531", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122576"} @article{bb126374, AUTHOR = "Lei, Y.W. and Tang, K.", TITLE = "Learning Rates for Stochastic Gradient Descent With Nonconvex Objectives", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "12", MONTH = "December", PAGES = "4505-4511", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122577"} @article{bb126375, AUTHOR = "Xu, J. and Zhang, W. and Wang, F.", TITLE = "A(DP)^2SGD: Asynchronous Decentralized Parallel Stochastic Gradient Descent With Differential Privacy", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "11", MONTH = "November", PAGES = "8036-8047", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122578"} @article{bb126376, AUTHOR = "Guo, S.W. and Zhang, T.W. and Yu, H. and Xie, X.F. and Ma, L. and Xiang, T. and Liu, Y.", TITLE = "Byzantine-Resilient Decentralized Stochastic Gradient Descent", JOURNAL = CirSysVideo, VOLUME = "32", YEAR = "2022", NUMBER = "6", MONTH = "June", PAGES = "4096-4106", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122579"} @article{bb126377, AUTHOR = "Wang, B. and Nguyen, T. and Sun, T. and Bertozzi, A.L. and Baraniuk, R.G. and Osher, S.J.", TITLE = "Scheduled Restart Momentum for Accelerated Stochastic Gradient Descent", JOURNAL = SIIMS, VOLUME = "15", YEAR = "2022", NUMBER = "2", PAGES = "738-761", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122580"} @article{bb126378, AUTHOR = "Lv, X. and Cui, W. and Liu, Y.L.", TITLE = "A Sharp Analysis of Covariate Adjusted Precision Matrix Estimation via Alternating Projected Gradient Descent", JOURNAL = SPLetters, VOLUME = "29", YEAR = "2022", NUMBER = "2022", PAGES = "877-881", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122581"} @article{bb126379, AUTHOR = "Jin, B. and Kereta, Z.", TITLE = "On the Convergence of Stochastic Gradient Descent for Linear Inverse Problems in Banach Spaces", JOURNAL = SIIMS, VOLUME = "16", YEAR = "2023", NUMBER = "2", PAGES = "671-705", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122582"} @inproceedings{bb126380, AUTHOR = "Lazzaretti, M. and Kereta, Z. and Estatico, C. and Calatroni, L.", TITLE = "Stochastic Gradient Descent for Linear Inverse Problems in Variable Exponent Lebesgue Spaces", BOOKTITLE = SSVM23, YEAR = "2023", PAGES = "457-470", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122583"} @article{bb126381, AUTHOR = "Huang, F.H. and Gao, S.Q.", TITLE = "Gradient Descent Ascent for Minimax Problems on Riemannian Manifolds", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "7", MONTH = "July", PAGES = "8466-8476", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122584"} @article{bb126382, AUTHOR = "Bigolin Lanfredi, R. and Schroeder, J.D. and Tasdizen, T.", TITLE = "Quantifying the preferential direction of the model gradient in adversarial training with projected gradient descent", JOURNAL = PR, VOLUME = "139", YEAR = "2023", PAGES = "109430", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122585"} @article{bb126383, AUTHOR = "Ranaweera, S. and Weeraddana, C. and Dharmawansa, P. and Fischione, C.", TITLE = "On the Convergence of Inexact Gradient Descent With Controlled Synchronization Steps", JOURNAL = SPLetters, VOLUME = "30", YEAR = "2023", PAGES = "703-707", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122586"} @article{bb126384, AUTHOR = "Fermanian, R. and Pendu, M.L. and Guillemot, C.", TITLE = "PnP-ReG: Learned Regularizing Gradient for Plug-and-Play Gradient Descent", JOURNAL = SIIMS, VOLUME = "16", YEAR = "2023", NUMBER = "2", PAGES = "585-613", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122587"} @article{bb126385, AUTHOR = "Pasadakis, D. and Bollhofer, M. and Schenk, O.", TITLE = "Sparse Quadratic Approximation for Graph Learning", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "9", MONTH = "September", PAGES = "11256-11269", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122588"} @article{bb126386, AUTHOR = "Zhou, Z.", TITLE = "On the Convergence of a Data-Driven Regularized Stochastic Gradient Descent for Nonlinear Ill-Posed Problems", JOURNAL = SIIMS, VOLUME = "18", YEAR = "2025", NUMBER = "1", PAGES = "388-448", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122589"} @article{bb126387, AUTHOR = "Sun, T. and Shen, L. and Liu, X.W.", TITLE = "On Nonconvex SGD Under Unbounded Noise With Weak Gradient Lipschitz and Delayed Stochastic Gradient", JOURNAL = PAMI, VOLUME = "47", YEAR = "2025", NUMBER = "8", MONTH = "August", PAGES = "7053-7063", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122590"} @article{bb126388, AUTHOR = "Deng, X. and Shen, L. and Li, S.W. and Sun, T. and Li, D.S. and Tao, D.C.", TITLE = "Toward Understanding the Generalizability of Delayed Stochastic Gradient Descent", JOURNAL = PAMI, VOLUME = "47", YEAR = "2025", NUMBER = "9", MONTH = "September", PAGES = "7976-7986", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122591"} @inproceedings{bb126389, AUTHOR = "Doldo, P. and Everett, D. and Khanna, A. and Nguyen, A.T. and Raff, E.", TITLE = "Stop Walking in Circles! Bailing Out Early in Projected Gradient Descent", BOOKTITLE = CVPR25, YEAR = "2025", PAGES = "6373-6382", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122592"} @inproceedings{bb126390, AUTHOR = "Zeng, H.J. and Wang, X.M. and Chen, Y.Y. and Su, J. and Liu, J.", TITLE = "Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks", BOOKTITLE = CVPR25, YEAR = "2025", PAGES = "7524-7533", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122593"} @inproceedings{bb126391, AUTHOR = "Liu, R.S. and Mao, C.Z. and Tendulkar, P. and Wang, H. and Vondrick, C.", TITLE = "Landscape Learning for Neural Network Inversion", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "2239-2250", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122594"} @inproceedings{bb126392, AUTHOR = "Hurault, S. and Chambolle, A. and Leclaire, A. and Papadakis, N.", TITLE = "A Relaxed Proximal Gradient Descent Algorithm for Convergent Plug-and-play with Proximal Denoiser", BOOKTITLE = SSVM23, YEAR = "2023", PAGES = "379-392", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122595"} @inproceedings{bb126393, AUTHOR = "Barbano, R. and Zhang, C. and Arridge, S. and Jin, B.", TITLE = "Quantifying Model Uncertainty in Inverse Problems via Bayesian Deep Gradient Descent", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "1392-1399", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122596"} @inproceedings{bb126394, AUTHOR = "Liu, H.K. and Wang, X.L. and Li, J.J. and So, A.M.C.", TITLE = "Low-Cost Lipschitz-Independent Adaptive Importance Sampling of Stochastic Gradients", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "2150-2157", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122597"} @inproceedings{bb126395, AUTHOR = "Zhuo, L. and Zhang, B. and Yang, L. and Chen, H. and Ye, Q. and Doermann, D. and Ji, R. and Guo, G.", TITLE = "Cogradient Descent for Bilinear Optimization", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "7956-7964", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122598"} @inproceedings{bb126396, AUTHOR = "Volhejn, V. and Lampert, C.H.", TITLE = "Does SGD Implicitly Optimize for Smoothness?", BOOKTITLE = GCPR20, YEAR = "2020", PAGES = "246-259", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122599"} @inproceedings{bb126397, AUTHOR = "Kobayashi, T.", TITLE = "SCW-SGD: Stochastically Confidence-Weighted SGD", BOOKTITLE = ICIP20, YEAR = "2020", PAGES = "1746-1750", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122600"} @inproceedings{bb126398, AUTHOR = "Hsueh, B. and Li, W. and Wu, I.", TITLE = "Stochastic Gradient Descent With Hyperbolic-Tangent Decay on Classification", BOOKTITLE = WACV19, YEAR = "2019", PAGES = "435-442", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122601"} @inproceedings{bb126399, AUTHOR = "Rodriguez, P.", TITLE = "Accelerated Gradient Descent Method for Projections onto the L_1-Ball", BOOKTITLE = IVMSP18, YEAR = "2018", PAGES = "1-5", BIBSOURCE = "http://www.visionbib.com/bibliography/match575grde3.html#TT122602"}