C. Seshadhri (Seshadhri Comandur)

Associate Professor
University of California, Santa Cruz
 
1156 High Street
Baskin School of Engineering, Engineering 2, Mail Stop: 310
Santa Cruz, CA
 
Office: E2-347A
Phone: 831-502-8036

Brief Bio

C. Seshadhri (Sesh) is an associate professor of Computer Science at the University of California, Santa Cruz. Prior to joining UCSC, he was a researcher at Sandia National Labs, Livermore in the Information Security Sciences department, during 2010-2014. His primary interest is in mathematical foundations of big data, especially modeling and algorithms. By and large, he works at the boundary of theoretical computer science (TCS) and data mining. His work spans many areas: sublinear algorithms, graph algorithms, graph modeling, scalable computation, and data mining. A number of his papers in the interface of TCS and applied algorithms have received paper awards at KDD, WWW, ICDM, and SDM. He got his Ph.D from Princeton University and spent two years as a postdoc in IBM Almaden Labs.


CV: pdf


Program Committees

ITCS 2018, WSDM 2018, ALENEX 2018, KDD 2017, SIAM CSC 2016, SIAMNS 2015, ITCS 2015, SODA 2014, FSTTCS 2013, FOCS 2012


Selected papers (Full list)

• Finding forbidden minors in sublinear time: a $O(n^{1/2+o(1)})$-query one-sided tester for minor closed properties on bounded degree graphs, with Akash Kumar and Andrew Stolman
FOCS 2018
• A Fast and Provable Method for Estimating Clique Counts Using Tur\'{a}n's Theorem, with Shweta Jain
WWW 2017 (Best paper)
• When Hashes Met Wedges: A Distributed Algorithm for Finding High Similarity Vectors, with A. Sharma, A. Goel
WWW 2017
• Accurate and Nearly Optimal Sublinear Approximations to Ulam Distance, with T. Naumovitz, M. Saks
SODA 2017
• A Mountaintop View Requires Minimal Sorting: A Faster Contour Tree Algorithm, with B. Raichel
SOCG 2016 (Invited to special issue)
• Approximately Counting Triangles in Sublinear Time, with T. Eden, A. Levi, D. Ron
FOCS 2015
• Diamond Sampling for Approximate Maximum All-pairs Dot-product (MAD) Search, with G. Ballard, T. Kolda, A. Pinar
ICDM 2015 (Best paper)
• Finding the Hierarchy of Dense Subgraphs using Nucleus Decompositions, with A. Sariyuce, A. Pinar, U. Catalyurek
WWW 2015 (Best paper finalist)
• Property Testing on Product Distributions: Optimal Testers for Bounded Derivative Properties, with D. Chakrabarty, K. Dixit, M. Jha
SODA 2015 (Invited to special issue)
• Decompositions of Triangle-Dense Graphs, with R. Gupta, T. Roughgarden
ITCS 2014
• A Space Efficient Streaming Algorithm for Triangle Counting using the Birthday Paradox, with M. Jha, A. Pinar
KDD 2013 (Best student paper)
• An o(n) Monotonicity Tester for Boolean Functions over the Hypercube, with D. Chakrabarty
STOC 2013 (Invited to special issue)
• Optimal Bounds for Monotonicity and Lipschitz Testing over Hypercubes and Hypergrids, with D. Chakrabarty
STOC 2013
• Triadic Measures on Graphs: The Power of Wedge Sampling, with A. Pinar, T. Kolda
SDM 2013 (Best research paper)


PhD Students

Shweta Jain
Andrew Stolman

Masters Students

Hadley Black


Theory seminar@UCSC

We have a regular TCS seminar at UCSC. Please contact me or Andrew Stolman (astolman@) to set up a talk.


PTReview

Eric Blais, Sourav Chakraborty, and I started a blog called Property Testing Review, a monthly digest of property testing and sublinear algorithms papers. Currently, it is edited by Clement Canonne, Gauram Kamath, and myself.