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researcher

A. Cloninger

41 papers hereh-index 152.8k citations69 works total

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

author position
  • sole author3
  • first author12
  • middle author13
  • last author12

Across the 40 of 41 papers where every author was matched, so the position is known.

fields
  • cs.LG15
  • stat.ML15
  • math.NA3
  • eess.SP2
  • cs.DM1
  • cs.SI1

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedDeepSurv: Personalized Treatment Recommender System Using A Cox Proportional Hazards Deep Neural Network

2.1k citations · 2.4k across the 35 of their papers we have counts for

collaborators
Showing eess.SPShow all

2 papers · 1 filter

eess.SP2020★ 8 cited

Natural Graph Wavelet Packet Dictionaries

Alexander Cloninger, Haotian Li, Naoki Saito

We introduce a set of novel multiscale basis transforms for signals on graphs that utilize their "dual" domains by incorporating the "natural" distances between graph Laplacian eig…

eess.SP2018

On the Dual Geometry of Laplacian Eigenfunctions

Alexander Cloninger, Stefan Steinerberger

We discuss the geometry of Laplacian eigenfunctions −Δϕ=λϕ on compact manifolds (M,g) and combinatorial graphs G=(V,E). The 'dual' geometry of Laplacian eigenfunctions is we…

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