Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 3 of 3 for “"Difference of convex programming"”.
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Statistical Methods for Complex and/or High Dimensional Data
… focuses on the development and implementation of statistical methods for high-dimensional and/or complex data, with an emphasis on $p$, the number of explanatory variables, larger than $n$, the number of observations, the ratio of $p/n$ tending to a finite number, and data with outlier …
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Learning with structured decision constraints
… analyze statistical and computational properties of this approach, and demonstrate empirically that it can adapt better to certain loss functions compared to methods that directly minimize surrogates of empirical risks. Second, we consider a constraint-embedding approach for reducing prediction …
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Centralized and distributed resource allocation with applications to signal processing in communications
… and everyday. With the increasing popularity of multiuser communication systems, their optimal performance has become a crucial field of study during the last decades. A factor that greatly determines such performance is the optimal allocation of the resources available to the agents in the …