Matthew Eichhorn
4 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
Venues
Top co-authors
Research topics
Keywords
network interference
(2)
causal inference
(2)
graph clustering
(1)
sparse matrix
(1)
parameter efficiency
(1)
inference speed
(1)
randomized experiment
(1)
fast algorithm
(1)
potential outcome
(1)
discrete fourier transform
(1)
covariate balance
(1)
neural network
(1)
linear transform
(1)
learnable representation
(1)
staggered rollout
(1)
total treatment effect
(1)
polynomial extrapolation
(1)
butterfly factorization
(1)
model compression
(1)
rollout design
(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
NeurIPS 2022
Kaleidoscope: An Efficient, Learnable Representation For All Structured Linear Maps
ICLR 2020
Learning Fast Algorithms for Linear Transforms Using Butterfly Factorizations
ICML 2019