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Mark Bun

Differentially Private Data Analysis Polynomial Analysis Of Boolean Functions Computational Complexity Theory Foundations Of Machine Learning Cryptographic Algorithms
Boston University Computer Science

About

Mark Bun focuses on theoretical computer science, including data privacy, computational complexity, cryptography, and the foundations of machine learning. He uses polynomials (continuous functions) to investigate fundamental properties of Boolean (discrete) functions and has also developed new algorithms and lower bound techniques for differentially private data analysis. He spent the 2018–2019 academic year at the Simons Institute for the Theory of Computing at UC Berkeley and joined BU as a tenure-track assistant professor in July 2019.

Research Performance Summary

49
Total Papers
4331
Total Citations
24
H-Index
2014-2025
Active Research Span

First Recorded Paper

Weighted Polynomial Approximations: Limits for Learning and Pseudorandomness

Year: 2014

Citations: 7

Venue: arXiv preprint arXiv:1412.2457

Latest Recorded Paper

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release

Year: 2025

Citations: 0

Venue: arXiv preprint arXiv:2502.02709

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2025
2
2024
6
2023
3
2022
5
2021
8
2020
3
2019
3
2018
5
2017
3
2016
6
2015
4

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 20
Journal 8
Book 1

Top Coauthors

Bun Thaler Gaboardi

Research Impact by Period

2025-2026

Period Stats
Papers 2
Citations 1
Avg. Citations / Paper 0.5
H-Index 1

2020-2024

Period Stats
Papers 25
Citations 816
Avg. Citations / Paper 32.6
H-Index 15

2015-2019

Period Stats
Papers 21
Citations 3507
Avg. Citations / Paper 167
H-Index 18

2010-2014

Period Stats
Papers 1
Citations 7
Avg. Citations / Paper 7
H-Index 1

Contact and Professional Links

Contact Information

mbun@bu.edu

Detected Research Keywords

Approximate Degree Ac Approximate Degree Classical Degree Classical Quantum Classical Quantum Computing Private Pac Learning