Design Restart Strategy for Oracle Solver

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Quick Overview

This question evaluates understanding of probabilistic runtime analysis and restart strategies for randomized (Las Vegas-style) solvers, including expected-value optimization and robustness to heavy-tailed runtime distributions.

Design Restart Strategy for Oracle Solver

Company: OpenAI

Role: Software Engineer

Category: Machine Learning

Difficulty: medium

Interview Round: HR Screen

Overview: This question evaluates understanding of probabilistic runtime analysis and restart strategies for randomized (Las Vegas-style) solvers, including expected-value optimization and robustness to heavy-tailed runtime distributions.

Read the full OpenAI Software Engineer interview experience this question came from

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OpenAI
Jan 13, 2026
mediumSoftware EngineerHR ScreenMachine Learning
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