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Aarthi Venkat

3 papers hereh-index 10600 citations29 works total

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

author position
  • first author1
  • middle author2

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

fields
  • cs.LG3

identity via Semantic Scholar / OpenAlex

most citedInferring dynamic regulatory interaction graphs from time series data with perturbations

2 citations · 2 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2023

Directed Scattering for Knowledge Graph-based Cellular Signaling Analysis

Aarthi Venkat, Joyce Chew, Ferran Cardoso Rodriguez +3

Directed graphs are a natural model for many phenomena, in particular scientific knowledge graphs such as molecular interaction or chemical reaction networks that define cellular s…

cs.LG2023★ 2 cited

Inferring dynamic regulatory interaction graphs from time series data with perturbations

Dhananjay Bhaskar, Sumner Magruder, Edward De Brouwer +4

Complex systems are characterized by intricate interactions between entities that evolve dynamically over time. Accurate inference of these dynamic relationships is crucial for und…

cs.LG2023

Graph Fourier MMD for Signals on Graphs

Samuel Leone, Aarthi Venkat, Guillaume Huguet +3

While numerous methods have been proposed for computing distances between probability distributions in Euclidean space, relatively little attention has been given to computing such…

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