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It begins with a boundary: A geometric view on probabilistically robust learning, , , , , и . (2023)Faster Predict-and-Optimize with Three-Operator Splitting., , и . CoRR, (2023)Zeroth-Order Regularized Optimization (ZORO): Approximately Sparse Gradients and Adaptive Sampling., , , и . SIAM J. Optim., 32 (2): 687-714 (2022)A Compressive Sensing Approach to Community Detection with Applications., и . CoRR, (2017)JFB: Jacobian-Free Backpropagation for Implicit Networks., , , , , и . AAAI, стр. 6648-6656. AAAI Press, (2022)Normalizing Basis Functions: Approximate Stationary Models for Large Spatial Data., , и . CoRR, (2024)Who killed Lilly Kane? A case study in applying knowledge graphs to crime fiction., , , , , , , , и . IEEE BigData, стр. 2508-2512. IEEE, (2020)A Zeroth-Order Block Coordinate Descent Algorithm for Huge-Scale Black-Box Optimization., , , и . ICML, том 139 из Proceedings of Machine Learning Research, стр. 1193-1203. PMLR, (2021)Zeroth-Order Regularized Optimization (ZORO): Approximately Sparse Gradients and Adaptive Sampling., , , и . CoRR, (2020)Learn to Predict Equilibria via Fixed Point Networks., , , , , и . CoRR, (2021)