This formal-sounding requirement usually comes at the end of a graduate program. Details of a defense vary by college, but there are some general things to keep in mind as you embark on the graduate process.
Thesis Proposals Beyond Worst-Case Analysis in Combinatorial Optimization Traditionally, the theory of algorithms has focused on the analysis of worst-case instances. While this has led to a thorough understanding of a wide variety of problems, there are many problems for which worst-case analysis is not useful for empirical or real-world instances.
A rapidly developing line of research, the so-called beyond worst-case analysis of algorithms, considers the design and analysis of problems using more realistic models or using natural structural properties.
In this thesis, we continue this line of work by making contributions in several areas. Specifically, we focus on three main problems. Using the perturbation resilience assumption proposed by Bilu and Linialwe design robust, efficient algorithms that output near-optimal clusterings on the stable parts of the data.
We consider center-based objectives such as k-median and k-means, as well as symmetric and asymmetric k-center. We consider the algorithm configuration problem for clustering, in which a clustering application is represented by a distribution over problem instances, and the goal is to find a near-optimal algorithm for the unknown distribution by taking a random sample.
We define rich, infinite classes of clustering algorithms, and then show efficient meta-algorithms for algorithm configuration. We provide a new dispatching algorithm which casts this problem as clustering with balance and fault-tolerant constraints.
Finally, we provide general and robust distributed clustering algorithms under worst-case and beyond worst-case analysis.Oct 22, · Thesis defense presentation example.
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definition essay ideas. QuickLinks. The master’s candidate’s thesis oral defense committee is recommended by the school or program and approved by the Associate Provost for Graduate Studies.
. Master's Thesis Defense Committee Composition The Master's thesis committee is appointed by the Dean of the Graduate College on the recommendation of the student's department or program.
Thesis Submission Process During the MSc at RSM, students are required to conduct independent, individual research in the academic field of their chosen master programme.
Students should be able to report the entire research process leading to the master thesis, from problem formulation to describing findings, conclusions and recommendations.
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