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Dictionary-Free MRI PERK: Parameter Estimation via Regression with Kernels.

, , , and . IEEE Trans. Med. Imaging, 37 (9): 2103-2114 (2018)

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Disease prediction based on functional connectomes using a scalable and spatially-informed support vector machine., , , , and . NeuroImage, (2014)Distributed effects of methylphenidate on the network structure of the resting brain: A connectomic pattern classification analysis., , , , , , and . NeuroImage, (2013)Pattern Extraction and Synthesis Using a Hierarchical Wavelet-Based Framework., and . ICIP, page 383-386. IEEE, (2000)Spatial Confidence Regions for Quantifying and Visualizing Registration Uncertainty., and . WBIR, volume 7359 of Lecture Notes in Computer Science, page 120-130. Springer, (2012)Robust kernel density estimation., and . ICASSP, page 3381-3384. IEEE, (2008)A Novel Hierarchical Wavelet-Based Framework for Pattern Analysis and Synthesis., and . SSIAI, page 242-246. IEEE Computer Society, (2000)Near-Minimax Optimal Classification with Dyadic Classification Trees., and . NIPS, page 1117-1124. MIT Press, (2003)Learning to satisfy., , , , and . ICASSP, page 1981-1984. IEEE, (2008)VC dimension of partially quantized neural networks in the overparametrized regime., and . CoRR, (2021)Supervised Principal Component Analysis Via Manifold Optimization., , , , and . DSW, page 6-10. IEEE, (2019)