Aaron J Havens

5 papers · 2023–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2)

Conferences

ICLR (3) ICML (2)

Top co-authors

Bin Hu (5) Alexandre Araujo (4) Anuroop Sriram (1) Daniel S. Levine (1) Brandon M Wood (1) Benjamin Kurt Miller (1) Yudong Chen (1) Blaise Delattre (1) Xiang Fu (1) Somesh Jha (1)

Classification in progress for this author's papers.

Papers

Adjoint Sampling: Highly Scalable Diffusion Samplers via Adjoint Matching ICML 2025

On the Scalability and Memory Efficiency of Semidefinite Programs for Lipschitz Constant Estimation of Neural Networks ICLR 2024

Novel Quadratic Constraints for Extending LipSDP beyond Slope-Restricted Activations ICLR 2024

Fine-grained Local Sensitivity Analysis of Standard Dot-Product Self-Attention ICML 2024

A Unified Algebraic Perspective on Lipschitz Neural Networks ICLR 2023