Sotabase

Career

· Assistant Professor, University of Minnesota2021–
· Ruth L. Kirschstein NRSA Postdoctoral Fellow, Vanderbilt University2018–2021
· Postdoctoral Fellow, University of Washington2015–2021
· Fellowship, Advanced Bacterial Genetics, Cold Spring Harbor Laboratory2013–2013
· Guest Lecturer, University of Minnesota2013–2013
· Teaching Assistant, University of Minnesota2013–2013
· Graduate Student, University of Minnesota2010–2015
· Doctor of Philosophy (Ph.D.), Comparative and Molecular Biosciences, University of Minnesota-Twin Cities2010–2015
· Bachelor of Science (B.S.), Microbiology, General, University of Minnesota-Twin Cities2002–2006

Publications (55)

Phoneme recognition using time-delay neural networks
IEEE Transactions on Acoustics Speech and Signal Processing · 1989
3,106
cited
Community Structure in Large Networks: Natural Cluster Sizes and the Absence of Large Well-Defined Clusters
Internet Mathematics · 2008
2,032
cited
Local Graph Partitioning using PageRank Vectors
IEEE Annual Symposium on Foundations of Computer Science · 2006
1,081
cited
Empirical comparison of algorithms for network community detection
The Web Conference · 2010
1,077
cited
A time-delay neural network architecture for isolated word recognition
Neural Networks · 1990
675
cited
Results of the Abbadingo One DFA Learning Competition and a New Evidence-Driven State Merging Algorithm
International Conference on Graphics and Interaction · 1998
406
cited
Communities from seed sets
The Web Conference · 2006
214
cited
Random DFA's can be approximately learned from sparse uniform examples
Annual Conference Computational Learning Theory · 1992
178
cited
Phoneme recognition: neural networks vs. hidden Markov models vs. hidden Markov models
ICASSP-88., International Conference on Acoustics, Speech, and Signal Processing · 1988
174
cited
Optimal Quantile Approximation in Streams
IEEE Annual Symposium on Foundations of Computer Science · 2016
113
cited
A time delay neural network architecture for speech recognition
1989
108
cited
Local Partitioning for Directed Graphs Using PageRank
Internet Mathematics · 2007
107
cited
A Flow-Based Method for Improving the Expansion or Conductance of Graph Cuts
Conference on Integer Programming and Combinatorial Optimization · 2004
104
cited
Towards efficiency and portability: programming with the BSP model
ACM Symposium on Parallelism in Algorithms and Architectures · 1996
100
cited
An algorithm for improving graph partitions
ACM-SIAM Symposium on Discrete Algorithms · 2008
95
cited
Constructing Hidden Units Using Examples and Queries
Neural Information Processing Systems · 1990
93
cited
Using PageRank to Locally Partition a Graph
Internet Mathematics · 2007
88
cited
Fixing two weaknesses of the Spectral Method
Neural Information Processing Systems · 2005
84
cited
Shape Recognition and Illusory Conjunctions
International Joint Conference on Artificial Intelligence · 1985
73
cited
Clustering of bipartite advertiser-keyword graph
2003
69
cited
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