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Benjamin Colburn

5 papers hereh-index 235 citations10 works total

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

author position
  • first author3
  • middle author2

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • eess.SP2
  • eess.AS1

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedSignalTrain: Profiling Audio Compressors with Deep Neural Networks

8 citations · 8 across the 5 of their papers we have counts for

collaborators
Showing eess.SPShow all

2 papers · 1 filter

eess.SP2024

A Closed-Form Solution for Kernel Adaptive Filtering

Benjamin Colburn, Luis G. Sanchez Giraldo, Kan Li +1

Unlike the conventional kernel adaptive filtering (KAF) approach of using a fixed kernel to define the Reproducing Kernel Hilbert Space (RKHS), this paper embeds the statistics of…

eess.SP2022

The Functional Wiener Filter

Benjamin Colburn, Luis G. Sanchez Giraldo, Jose C. Principe

This paper presents a close form solution in Reproducing Kernel Hilbert Space (RKHS) for the famed Wiener filter, which we called the functional Wiener filter(FWF). Instead of usin…

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