Jan Pfeifer

Orcid: 0009-0006-0403-3119

According to our database1, Jan Pfeifer authored at least 11 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Viz<sup>4</sup>NetSec: Visualizing Dynamic Network Security Configurations of Everyday Interconnected Objects in Home Networks.
Proceedings of the HCI for Cybersecurity, Privacy and Trust, 2024

2023
Yggdrasil Decision Forests: A Fast and Extensible Decision Forests Library.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022
TF-GNN: Graph Neural Networks in TensorFlow.
CoRR, 2022

2020
Modeling Text with Decision Forests using Categorical-Set Splits.
CoRR, 2020

Learning Representations for Axis-Aligned Decision Forests through Input Perturbation.
CoRR, 2020

2019
TF-Ranking: Scalable TensorFlow Library for Learning-to-Rank.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2017
Deep Lattice Networks and Partial Monotonic Functions.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016
Monotonic Calibrated Interpolated Look-Up Tables.
J. Mach. Learn. Res., 2016

Fast and Flexible Monotonic Functions with Ensembles of Lattices.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

A Light Touch for Heavily Constrained SGD.
Proceedings of the 29th Conference on Learning Theory, 2016

2015
Monotonic Calibrated Interpolated Look-Up Tables.
CoRR, 2015


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