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Elizabeth B. Wood

3 papers hereh-index 16 citations6 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • stat.ML2
  • q-bio.BM1

identity via Semantic Scholar / OpenAlex

most citedEstimating the Causal Effects of T Cell Receptors

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

q-bio.BM2025

Lifting Biomolecular Data Acquisition

Eli N. Weinstein, Andrei Slabodkin, Mattia G. Gollub +5

One strategy to scale up ML-driven science is to increase wet lab experiments' information density. We present a method based on a neural extension of compressed sensing to functio…

stat.ML2025

Accelerated Learning on Large Scale Screens using Generative Library Models

Eli N. Weinstein, Andrei Slabodkin, Mattia G. Gollub +1

Biological machine learning is often bottlenecked by a lack of scaled data. One promising route to relieving data bottlenecks is through high throughput screens, which can experime…

stat.ML2024★ 1 cited

Estimating the Causal Effects of T Cell Receptors

Eli N. Weinstein, Elizabeth B. Wood, David M. Blei

A central question in human immunology is how a patient's repertoire of T cells impacts disease. Here, we introduce a method to infer the causal effects of T cell receptor (TCR) se…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.