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JMLR
2012
13 years 4 months ago
Generic Methods for Optimization-Based Modeling
“Energy” models for continuous domains can be applied to many problems, but often suffer from high computational expense in training, due to the need to repeatedly minimize t...
Justin Domke
120
Voted
POPL
2010
ACM
15 years 11 months ago
Continuity Analysis of Programs
We present an analysis to automatically determine if a program represents a continuous function, or equivalently, if infinitesimal changes to its inputs can only cause infinitesim...
Swarat Chaudhuri, Sumit Gulwani, Roberto Lublinerm...
107
Voted
CORR
2010
Springer
80views Education» more  CORR 2010»
15 years 2 months ago
Many-to-Many Graph Matching: a Continuous Relaxation Approach
Graphs provide an efficient tool for object representation in various computer vision applications. Once graph-based representations are constructed, an important question is how ...
Mikhail Zaslavskiy, Francis Bach, Jean-Philippe Ve...
127
Voted
CCE
2008
15 years 2 months ago
Optimal delivery of chemotherapeutic agents in cancer
In this paper, derivation of the optimal chemotherapy schedule is formulated and solved as a dynamic optimization problem. For this purpose two models representing the tumour grow...
Pinky Dua, Vivek Dua, Efstratios N. Pistikopoulos
115
Voted
EUROGP
2000
Springer
115views Optimization» more  EUROGP 2000»
15 years 6 months ago
Evolution of a Controller with a Free Variable Using Genetic Programming
A mathematical formula containing one or more free variables is "general" in the sense that it provides a solution to an entire category of problems. For example, the fa...
John R. Koza, Jessen Yu, Martin A. Keane, William ...