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researcher

John A. Lockman

2 papers hereh-index 29 citations8 works total

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

author position
  • middle author2

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

fields
  • cs.LG2

identity via Semantic Scholar / OpenAlex

most citedParallelized Training of Restricted Boltzmann Machines using Markov-Chain Monte Carlo Methods

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2019★ 1 cited

Parallelized Training of Restricted Boltzmann Machines using Markov-Chain Monte Carlo Methods

Pei Yang, Srinivas Varadharajan, Lucas A. Wilson +4

Restricted Boltzmann Machine (RBM) is a generative stochastic neural network that can be applied to collaborative filtering technique used by recommendation systems. Prediction acc…

cs.LG2019

Densifying Assumed-sparse Tensors: Improving Memory Efficiency and MPI Collective Performance during Tensor Accumulation for Parallelized Training of Neural Machine Translation Models

Derya Cavdar, Valeriu Codreanu, Can Karakus +11

Neural machine translation - using neural networks to translate human language - is an area of active research exploring new neuron types and network topologies with the goal of dr…

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