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Kyle Kloster
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Journal Articles
- 2018
- [j3]Yixuan Li, Kun He, Kyle Kloster, David Bindel, John E. Hopcroft:
Local Spectral Clustering for Overlapping Community Detection. ACM Trans. Knowl. Discov. Data 12(2): 17:1-17:27 (2018) - 2017
- [j2]Biaobin Jiang, Kyle Kloster, David F. Gleich, Michael Gribskov:
AptRank: an adaptive PageRank model for protein function prediction on bi-relational graphs. Bioinform. 33(12): 1829-1836 (2017) - 2015
- [j1]David F. Gleich, Kyle Kloster:
Sublinear Column-wise Actions of the Matrix Exponential on Social Networks. Internet Math. 11(4-5): 352-384 (2015)
Conference and Workshop Papers
- 2019
- [c6]Erik D. Demaine, Timothy D. Goodrich, Kyle Kloster, Brian Lavallee, Quanquan C. Liu, Blair D. Sullivan, Ali Vakilian, Andrew van der Poel:
Structural Rounding: Approximation Algorithms for Graphs Near an Algorithmically Tractable Class. ESA 2019: 37:1-37:15 - [c5]Kyle Kloster, Blair D. Sullivan, Andrew van der Poel:
Mining Maximal Induced Bicliques using Odd Cycle Transversals. SDM 2019: 324-332 - 2018
- [c4]Kyle Kloster, Philipp Kuinke, Michael P. O'Brien, Felix Reidl, Fernando Sánchez Villaamil, Blair D. Sullivan, Andrew van der Poel:
A practical fpt algorithm for Flow Decomposition and transcript assembly. ALENEX 2018: 75-86 - 2015
- [c3]Huda Nassar, Kyle Kloster, David F. Gleich:
Strong Localization in Personalized PageRank Vectors. WAW 2015: 190-202 - 2014
- [c2]Kyle Kloster, David F. Gleich:
Heat kernel based community detection. KDD 2014: 1386-1395 - 2013
- [c1]Kyle Kloster, David F. Gleich:
A Nearly-Sublinear Method for Approximating a Column of the Matrix Exponential for Matrices from Large, Sparse Networks. WAW 2013: 68-79
Informal and Other Publications
- 2018
- [i10]Eric Horton, Kyle Kloster, Blair D. Sullivan:
When Centrality Measures Deceive Us. CoRR abs/1804.05966 (2018) - [i9]Erik D. Demaine, Timothy D. Goodrich, Kyle Kloster, Brian Lavallee, Quanquan C. Liu, Blair D. Sullivan, Ali Vakilian, Andrew van der Poel:
Structural Rounding: Approximation Algorithms for Graphs Near an Algorithmically Tractable Class. CoRR abs/1806.02771 (2018) - [i8]Kyle Kloster, Blair D. Sullivan, Andrew van der Poel:
Mining Maximal Induced Bicliques using Odd Cycle Transversals. CoRR abs/1810.11421 (2018) - 2017
- [i7]Kyle Kloster, Philipp Kuinke, Michael P. O'Brien, Felix Reidl, Fernando Sánchez Villaamil, Blair D. Sullivan, Andrew van der Poel:
A practical fpt algorithm for Flow Decomposition and transcript assembly. CoRR abs/1706.07851 (2017) - 2016
- [i6]Biaobin Jiang, Kyle Kloster, David F. Gleich, Michael Gribskov:
AptRank: an adaptive PageRank model for protein function prediction on bi-relational graphs. CoRR abs/1601.05506 (2016) - [i5]Kyle Kloster, Yixuan Li:
Scalable and Robust Local Community Detection via Adaptive Subgraph Extraction and Diffusions. CoRR abs/1611.05152 (2016) - 2015
- [i4]Kyle Kloster, David F. Gleich:
Personalized PageRank Solution Paths. CoRR abs/1503.00322 (2015) - [i3]Huda Nassar, Kyle Kloster, David F. Gleich:
Strong Localization in Personalized PageRank Vectors. CoRR abs/1509.00016 (2015) - 2014
- [i2]Kyle Kloster, David F. Gleich:
Heat kernel based community detection. CoRR abs/1403.3148 (2014) - 2013
- [i1]Kyle Kloster, David F. Gleich:
A Fast Relaxation Method for Computing a Column of the Matrix Exponential of Stochastic Matrices from Large, Sparse Networks. CoRR abs/1310.3423 (2013)
Coauthor Index
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