YoVDO

Planar Partition Oracles for Bounded Degree Graphs in Polynomial Time

Offered By: Simons Institute via YouTube

Tags

Graph Theory Courses Computational Complexity Courses Planar Graphs Courses Sublinear Algorithms Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore a 34-minute lecture on planar partition oracles for bounded degree graphs, presented by Akash Kumar from IIT Bombay at the Simons Institute. Delve into the concept of hyperfinite decompositions for planar graphs with maximum degree d, where removing εdn edges results in connected components of size independent of n. Learn about partition oracles as crucial tools for sublinear algorithms and property testing, providing consistent access to hyperfinite decompositions without preprocessing. Discover a new partition oracle that runs in poly(d/ε) time and its application in developing a tester for all planar properties with a runtime of exp(d/ε^2). Gain insights into how this machinery builds upon the seminal work of Newman and Sohler, offering improved error analysis for sublinear graph simplification.

Syllabus

Planar partition oracles (for bounded degree graphs) in poly(1/\eps) time


Taught by

Simons Institute

Related Courses

Sampling-Based Sublinear Low-Rank Matrix Arithmetic Framework for Dequantizing Quantum Machine Learning
Association for Computing Machinery (ACM) via YouTube
Sublinear Algorithms for Gap Edit Distance
IEEE via YouTube
High Dimensional Robust Sparse Regression
Simons Institute via YouTube
Learning-Augmented Sketches for Frequency Estimation
Simons Institute via YouTube
Adaptive Sparse Recovery with Limited Adaptivity
Simons Institute via YouTube