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researcher

Alexander Collins

2 papers here

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

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.PL2

identity via Semantic Scholar / OpenAlex

most citedAxon: A Language for Dynamic Shapes in Deep Learning Graphs

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

collaborators

2 papers

cs.PL2022★ 1 cited

Axon: A Language for Dynamic Shapes in Deep Learning Graphs

Alexander Collins, Vinod Grover

Axon is a language that enables shape and rank inference for tensors in a Deep Learning graphs. It aims to make shapes implicit and inferred, in a similar manner to how types are i…

cs.PL2020

Probabilistic Programming with CuPPL

Alexander Collins, Vinod Grover

Probabilistic Programming Languages (PPLs) are a powerful tool in machine learning, allowing highly expressive generative models to be expressed succinctly. They couple complex inf…

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