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Settle debts with minimal transactions

Last updated: Mar 29, 2026

Quick Overview

This question evaluates algorithmic problem-solving skills in the Coding & Algorithms domain, focusing on graph-based modeling, optimization and rigorous time/space complexity analysis for minimizing transactions when settling debts.

  • Medium
  • Pinterest
  • Coding & Algorithms
  • Software Engineer

Settle debts with minimal transactions

Company: Pinterest

Role: Software Engineer

Category: Coding & Algorithms

Difficulty: Medium

Interview Round: Onsite

You are given a list of debts as triples (debtor, creditor, amount), where each amount > 0. Return a set of settlement transfers (from, to, amount) that clears all balances among the participants. Minimize the number of transactions; if multiple optimal solutions exist, return any one. Describe your algorithm (e.g., backtracking with pruning on net balances, min-cut formulation, or greedy heuristics), prove correctness or provide a justification, analyze time/space complexity, and discuss how you would scale the solution for large N and skewed debt graphs.

Quick Answer: This question evaluates algorithmic problem-solving skills in the Coding & Algorithms domain, focusing on graph-based modeling, optimization and rigorous time/space complexity analysis for minimizing transactions when settling debts.

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Pinterest
Sep 6, 2025, 12:00 AM
Software Engineer
Onsite
Coding & Algorithms
8
0

You are given a list of debts as triples (debtor, creditor, amount), where each amount > 0. Return a set of settlement transfers (from, to, amount) that clears all balances among the participants. Minimize the number of transactions; if multiple optimal solutions exist, return any one. Describe your algorithm (e.g., backtracking with pruning on net balances, min-cut formulation, or greedy heuristics), prove correctness or provide a justification, analyze time/space complexity, and discuss how you would scale the solution for large N and skewed debt graphs.

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