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Fast Effective Clustering for Graphs and Document Collections

Fast Effective Clustering for Graphs and Document Collections

Fast Effective Clustering for Graphs and Document Collections. William W. Cohen Machine Learning Dept. and Language Technologies Institute School of Computer Science Carnegie Mellon University Joint work with : Frank Lin. Outline. Background on spectral clustering

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591 views • 45 slides
Algorithms

Algorithms

CS1356 ??????. Algorithms. ????????????. 2020/1/1. Josephus Problem.

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452 views • 45 slides
Fundamental Techniques

Fundamental Techniques

Fundamental Techniques. Divide and Conquer Dynamic Programming Greedy Algorithm. 7 2 ? 9 4 ? 2 4 7 9. 7 ? 2 ? 2 7. 9 ? 4 ? 4 9. 7 ? 7. 2 ? 2. 9 ? 9. 4 ? 4. Divide-and-Conquer. Divide-and conquer is a general algorithm design paradigm:

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466 views • 36 slides
Control Structures: Examples

Control Structures: Examples

Control Structures: Examples. for-loop example. Q: If a=1 , b=3 , and x=7, what is the value of x when the loop terminates? A: x=1. First iteration ( k=1 , x=7 ) test: 1<=3 is true execute: x=7-1=6 update: k=2 Second iteration ( k=2 , x=6 ) test: 2<=3 is true

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441 views • 30 slides
Combining Monte Carlo Estimators

Combining Monte Carlo Estimators

Combining Monte Carlo Estimators. If I have many MC estimators, with/without various variance reduction techniques, which should I choose?. Combining Estimators. Suppose I have m unbiased estimators all of the same parameter Put these estimators in a vector Y.

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249 views • 12 slides
Recitation Material of Engineering an Assembler

Recitation Material of Engineering an Assembler

Recitation Material of Engineering an Assembler. June 11, 2013. Main Purpose of HW3. The main purpose of hw3 is to give a chance implementing macro function and a linker.

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220 views • 11 slides
Recitation Material of Engineering an Assembler

Recitation Material of Engineering an Assembler

Recitation Material of Engineering an Assembler. June 11, 2013. Main Purpose of HW3. The main purpose of hw3 is to give a chance implementing macro function and a linker.

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116 views • 11 slides

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