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cs.DS2024
Competitive strategies to use "warm start" algorithms with predictions
Vaidehi Srinivas, Avrim Blum
We consider the problem of learning and using predictions for warm start algorithms with predictions. In this setting, an algorithm is given an instance of a problem, and a predict…
cs.DS2024
New Tools for Smoothed Analysis: Least Singular Value Bounds for Random Matrices with Dependent Entries
Aditya Bhaskara, Eric Evert, Vaidehi Srinivas +1
We develop new techniques for proving lower bounds on the least singular value of random matrices with limited randomness. The matrices we consider have entries that are given by p…