Jan Pfeifer

16 papers A* 3Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
C2 Beaconing Detection via AI-Based Time-Series Analysis.
ARES (2)
Jeetesh Gupta, Jan Pfeifer, Anum Talpur, Mathias Fischer
2024 — conf
Viz
HCI (46)
Noëlle Rakotondravony, Henrich C. Pöhls, Jan Pfeifer, Lane Harrison
2023 A* conf
Yggdrasil Decision Forests: A Fast and Extensible Decision Forests Library.
KDD
Mathieu Guillame-Bert, Sebastian Bruch, Richard Stotz, Jan Pfeifer
2022 J jnl
TF-GNN: Graph Neural Networks in TensorFlow.
CoRR
Oleksandr Ferludin, Arno Eigenwillig, Martin Blais, Dustin Zelle, Jan Pfeifer, Alvaro Sanchez-Gonzalez, Wai Lok Sibon Li, Sami Abu-El-Haija, Peter W. Battaglia, Neslihan Bulut, Jonathan Halcrow, Filipe Miguel Gonçalves de Almeida, Silvio Lattanzi, André Linhares, Brandon A. Mayer, Vahab S. Mirrokni, John Palowitch, Mihir Paradkar, Jennifer She, Anton Tsitsulin, Kevin Villela, Lisa Wang, David Wong, Bryan Perozzi
2022 J jnl
Yggdrasil Decision Forests: A Fast and Extensible Decision Forests Library.
CoRR
Mathieu Guillame-Bert, Sebastian Bruch, Richard Stotz, Jan Pfeifer
2020 J jnl
Learning Representations for Axis-Aligned Decision Forests through Input Perturbation.
CoRR
Sebastian Bruch, Jan Pfeifer, Mathieu Guillame-Bert
2020 J jnl
Modeling Text with Decision Forests using Categorical-Set Splits.
CoRR
Mathieu Guillame-Bert, Sebastian Bruch, Petr Mitrichev, Petr Mikheev, Jan Pfeifer
2019 A* conf
TF-Ranking: Scalable TensorFlow Library for Learning-to-Rank.
KDD
Rama Kumar Pasumarthi, Sebastian Bruch, Xuanhui Wang, Cheng Li, Michael Bendersky, Marc Najork, Jan Pfeifer, Nadav Golbandi, Rohan Anil, Stephan Wolf
2018 J jnl
TF-Ranking: Scalable TensorFlow Library for Learning-to-Rank.
CoRR
Rama Kumar Pasumarthi, Xuanhui Wang, Cheng Li, Sebastian Bruch, Michael Bendersky, Marc Najork, Jan Pfeifer, Nadav Golbandi, Rohan Anil, Stephan Wolf
2017 — conf
Deep Lattice Networks and Partial Monotonic Functions.
NIPS
Seungil You, David Ding, Kevin Robert Canini, Jan Pfeifer, Maya R. Gupta
2017 J jnl
Deep Lattice Networks and Partial Monotonic Functions.
CoRR
Seungil You, David Ding, Kevin Robert Canini, Jan Pfeifer, Maya R. Gupta
2016 A* conf
A Light Touch for Heavily Constrained SGD.
COLT
Andrew Cotter, Maya R. Gupta, Jan Pfeifer
2016 — conf
Fast and Flexible Monotonic Functions with Ensembles of Lattices.
NIPS
Mahdi Milani Fard, Kevin Robert Canini, Andrew Cotter, Jan Pfeifer, Maya R. Gupta
2016 J jnl
Monotonic Calibrated Interpolated Look-Up Tables.
J. Mach. Learn. Res.
Maya R. Gupta, Andrew Cotter, Jan Pfeifer, Konstantin Voevodski, Kevin Robert Canini, Alexander Mangylov, Wojtek Moczydlowski, Alexander Van Esbroeck
2015 J jnl
A Light Touch for Heavily Constrained SGD.
CoRR
Andrew Cotter, Maya R. Gupta, Jan Pfeifer
2015 J jnl
Monotonic Calibrated Interpolated Look-Up Tables.
CoRR
Maya R. Gupta, Andrew Cotter, Jan Pfeifer, Konstantin Voevodski, Kevin Robert Canini, Alexander Mangylov, Wojtek Moczydlowski