Alex Daniel Reneau

Researcher, Ensemble AI

Joined

January 2023

Names

Alex Daniel Reneau (Preferred)

Emails

****@u.northwestern.edu (Confirmed)

,

****@ensemblecore.ai (Confirmed)

Personal Links

Career & Education History

Researcher

Ensemble AI (ensemblecore.ai)

2023 – Present

PhD student

Northwestern University (northwestern.edu)

2021 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Present

Expertise

Machine Learning

Present

Publications

NdLinear: Preserving Multi-Dimensional Structure for Parameter-Efficient Neural Networks
Alex Daniel Reneau, Jerry Yao-Chieh Hu, Zhongfang Zhuang, Xiang He, Ting-Chun Liu, Judah Goldfeder, Nadav Timor, Allen G Roush, Ravid Shwartz-Ziv
- Submitted to ICLR 2026
- Readers: Everyone
On Differential Private $\ell_1$, $\ell_2$ and $\ell_p^p$ Distance Queries
Erzhi Liu, Jerry Yao-Chieh Hu, Alex Daniel Reneau, Zhao Song, Han Liu
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
A Theoretical Analysis of Discrete Flow Matching Generative Models
Maojiang Su, Mingcheng Lu, Jerry Yao-Chieh Hu, Shang Wu, Zhao Song, Alex Daniel Reneau, Han Liu
- Submitted to ICLR 2026
- Readers: Everyone
Feature Programming for Multivariate Time Series Prediction
Alex Daniel Reneau, Jerry Yao-Chieh Hu, Ammar Gilani, Han Liu
- ICML 2023 Poster
- Readers: Everyone

Co-Authors