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researcher

P. Baggenstoss

11 papers hereh-index 181.1k citations98 works total

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

author position
  • sole author6
  • first author2
  • middle author1
  • last author1

Across the 10 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • stat.ML4

identity via Semantic Scholar / OpenAlex

activity
20162024
most citedEEF: Exponentially Embedded Families with Class-Specific Features for Classification

14 citations · 16 across the 10 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

stat.ML2020★ 1 cited

The Projected Belief Network Classfier : both Generative and Discriminative

Paul M Baggenstoss

The projected belief network (PBN) is a layered generative network with tractable likelihood function, and is based on a feed-forward neural network (FF-NN). It can therefore share…

stat.ML2020

A Neural Network Based on First Principles

Paul M Baggenstoss

In this paper, a Neural network is derived from first principles, assuming only that each layer begins with a linear dimension-reducing transformation. The approach appeals to the…

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