Adam Breuer

4 papers · 2018–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (7) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 📈 Trend Setter

Conferences

ICML (2) ECCV (1) NIPS (1)

Top co-authors

Yaron Singer (2) Eric Balkanski (2) Michael Teti (1) Juston Moore (1) Sayanton V. Dibbo (1)

Keywords

submodular maximization (2) parallel algorithm (2) approximation guarantee (2) cardinality constraint (2) non-monotone function (1) approximation algorithm (1) adaptive algorithm (1) submodular optimization (1)

Papers

E-LDA: Toward Interpretable LDA Topic Models with Strong Guarantees in Logarithmic Parallel Time ICML 2025

Improving Robustness to Model Inversion Attacks via Sparse Coding Architectures ECCV 2024

The FAST Algorithm for Submodular Maximization ICML 2020

Non-monotone Submodular Maximization in Exponentially Fewer Iterations NIPS 2018