YoVDO

Property Testing with Incomplete or Manipulated Inputs

Offered By: Simons Institute via YouTube

Tags

Theoretical Computer Science Courses Computational Complexity Courses Sublinear Algorithms Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore property testing techniques for scenarios involving incomplete or manipulated inputs in this 44-minute lecture by Sofya Raskhodnikova. Delve into the model of testing with online adversaries, which extends the concept of tolerant testers. Examine how sublinear-time algorithms interact with online adversarial erasure or corruption oracles, and understand the complexity of fundamental computational tasks in this context. Compare this model to offline property testing approaches and gain insights from joint research works on the subject. Learn about the challenges and strategies for property testing when faced with adversarial input manipulation in this advanced computer science talk from the Simons Institute's Workshop on Local Algorithms.

Syllabus

Property Testing with Incomplete or Manipulated Inputs


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