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When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, $\ell_2$-consistency and Neuroscience Applications.

, , , , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 4170-4179. PMLR, (2017)

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Convergence of gradient based pre-training in Denoising autoencoders., , and . CoRR, (2015)Speeding up Permutation Testing in Neuroimaging., , , , and . CoRR, (2015)Experimental Design on a Budget for Sparse Linear Models and Applications., , , and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 583-592. JMLR.org, (2016)When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, $\ell_2$-consistency and Neuroscience Applications., , , , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 4170-4179. PMLR, (2017)On architectural choices in deep learning: From network structure to gradient convergence and parameter estimation., , and . CoRR, (2017)Speeding up Permutation Testing in Neuroimaging., , , , and . NIPS, page 890-898. (2013)On the interplay of network structure and gradient convergence in deep learning., , and . Allerton, page 488-495. IEEE, (2016)Continual Self-Training With Bootstrapped Remixing For Speech Enhancement., , , , and . ICASSP, page 6947-6951. IEEE, (2022)A Sequential Self Teaching Approach for Improving Generalization in Sound Event Recognition., and . ICML, volume 119 of Proceedings of Machine Learning Research, page 5447-5457. PMLR, (2020)Decoding the Deep: Exploring Class Hierarchies of Deep Representations Using Multiresolution Matrix Factorization.. CVPR Workshops, page 1695-1704. IEEE Computer Society, (2017)