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  • l1magic-1.11 MATLAB `1-magic : Recovery of Sparse Signals via Convex Programming Emmanuel Cand`es and Justin Romberg, Caltech
  • 分步实现搜索 This note considers multi-agent systems seeking to optimize a convex ag-gregate function. We assume that the gradient of this ... to this problem based on the aggregation of agent stepsizes via adaptive convex combinations. Simulations illustrate our results.
  • convex optimization 凸优化,作者是,英文版
  • convex optimization Boyd 凸优化经典教材,mooc上有相关视频课程
  • convex optimization 凸优化方面的经典之作;Stephen Boyd所著; 推荐下载
  • Learning Gaussian Conditional Random Fields for Low-Level Vision ... , recent research has focused on on discrete-valued and non-convex MRF models because Gaussian models tend to over-smooth images ... ) model that overcomes this weakness and can outperform the non-convex Field of Experts model on the task of denoising images. ...
  • Convex Optimization 英文版。凸优化是信息技术和电器工程学科的著名教材,对机器人控制和机器学习等研究领域内的求最优化问题有很大帮助,可以当做自学的参考教材。
  • online learning and online convex optimization 在线学习是机器学习领域的热点方向,这是最新的survey,非常值得学习。
  • Handbook of Mathematical Methods in Imaging(2nd).pdf 英文第二版 ... Measures and Applications to Multimodal Variational Imaging Energy Minimization Methods Compressive Sensing Duality and Convex Programming EM Algorithms EM Algorithms from a Non-stochastic Perspective Iterative Solution Methods ...
  • Convex Optimization in Signal Processing and Communications 凸优化在信号处理和通信中的应用(包含稳健波束形成,信号波形设计)