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Tensor-CUR Decompositions for Tensor-Based Data., , and . SIAM J. Matrix Anal. Appl., 30 (3): 957-987 (2008)Post-mortem on a deep learning contest: a Simpson's paradox and the complementary roles of scale metrics versus shape metrics., and . CoRR, (2021)Long Expressive Memory for Sequence Modeling., , , and . CoRR, (2021)The Sky Above The Clouds., , , , , , , , , and 7 other author(s). CoRR, (2022)SALSA: Sequential Approximate Leverage-Score Algorithm with Application in Analyzing Big Time Series Data., , , , and . CoRR, (2024)Learning differentiable solvers for systems with hard constraints., , and . CoRR, (2022)Fast Feature Selection with Fairness Constraints., , , , , , and . CoRR, (2022)Lipschitz Recurrent Neural Networks., , , and . CoRR, (2020)Limit theorems for out-of-sample extensions of the adjacency and Laplacian spectral embeddings., , , , and . CoRR, (2019)Full Stack Optimization of Transformer Inference: a Survey., , , , , , , , , and 2 other author(s). CoRR, (2023)