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Convex analysis.
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11 作品在 0 項出版品 0 種語言
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Maximum Multiplicative Programming: Theory, Algorithms, and Applications.
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Topics in Convex Optimization for Optimal Control and Reinforcement Learning.
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Advancing Optimization for Modern Machine Learning.
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Data-Driven Approaches for Mixed Integer Convex Programming in Robot Control.
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Machine Learning Based Wavefront Estimation for the Rubin Observatory.
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Optimization-Based Modeling in Investment and Data Science.
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Randomized Methods in Optimization: Fast Algorithms and Fundamental Limits.
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Towards Ubiquitous Serverless Computing: Fast Large-Scale Machine Learning and Optimal Pricing for the Cloud.
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Mathematical Optimization Algorithms for Model Compression and Adversarial Learning in Deep Neural Networks.
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Convex Optimization and Implicit Differentiation Methods for Control and Estimation.
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Metric Entropy and Nonlinear Partial Differential Equations.
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