1048 search results - page 121 / 210 » Framework Design for End-to-End Optimization |
133
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AAAI
2008
15 years 8 months ago
2008
We consider the following setting: a decision maker must make a decision based on reported data points with binary labels. Subsets of data points are controlled by different selfi...
147
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COLING
2008
15 years 7 months ago
2008
This paper presents a discriminative alignment model for extracting abbreviations and their full forms appearing in actual text. The task of abbreviation recognition is formalized...
140
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ENTCS
2006
15 years 6 months ago
2006
We are using ML to build a compiler that does low-level optimization. To support optimizations in classic imperative style, we built a control-flow graph using mutable pointers an...
151
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TSP
2008
15 years 6 months ago
2008
A new framework for designing robust adaptive filters is introduced. It is based on the optimization of a certain cost function subject to a time-dependent constraint on the norm o...
170
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ML
2007
ACM
15 years 5 months ago
2007
ACM
We describe a novel framework for the design and analysis of online learning algorithms based on the notion of duality in constrained optimization. We cast a sub-family of universa...