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researcher

A. N. Amin

8 papers hereh-index 439 citations11 works total

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

author position
  • first author4
  • middle author4

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • stat.ML2
same name
  • A. N. Amin — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedBayesian Optimization of Antibodies Informed by a Generative Model of Evolving Sequences

3 citations · 5 across the 6 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

stat.ML2024★ 3 cited

Bayesian Optimization of Antibodies Informed by a Generative Model of Evolving Sequences

Alan Nawzad Amin, Nate Gruver, Yilun Kuang +6

To build effective therapeutics, biologists iteratively mutate antibody sequences to improve binding and stability. Proposed mutations can be informed by previous measurements or b…

stat.ML2024

Scalable and Flexible Causal Discovery with an Efficient Test for Adjacency

Alan Nawzad Amin, Andrew Gordon Wilson

To make accurate predictions, understand mechanisms, and design interventions in systems of many variables, we wish to learn causal graphs from large scale data. Unfortunately the…

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