Matthew Eichhorn

4 papers · 2019–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

AISTATS (1) ICLR (1) ICML (1) NIPS (1)

Top co-authors

Albert Gu (2) Christina Yu (2) Christopher Re (2) Atri Rudra (2) Tri Dao (2) Amit Blonder (1) Mayleen Cortez (1) Nimit Sohoni (1) Megan Leszczynski (1) Mayleen Cortez-Rodriguez (1)

Keywords

model compression (1) causal inference (1) sparse matrix (1) network interference (1) randomized experiment (1) fast algorithm (1) discrete fourier transform (1) linear transform (1) staggered rollout (1) total treatment effect (1) polynomial extrapolation (1) butterfly factorization (1)

Papers

Analysis of Two-Stage Rollout Designs with Clustering for Causal Inference under Network Interference AISTATS 2025

Staggered Rollout Designs Enable Causal Inference Under Interference Without Network Knowledge NIPS 2022

Kaleidoscope: An Efficient, Learnable Representation For All Structured Linear Maps ICLR 2020

Learning Fast Algorithms for Linear Transforms Using Butterfly Factorizations ICML 2019