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Jan Pfeifer
Jan Pfeifer
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Monotonic calibrated interpolated look-up tables
M Gupta, A Cotter, J Pfeifer, K Voevodski, K Canini, A Mangylov, ...
The Journal of Machine Learning Research 17 (1), 3790-3836, 2016
1222016
Deep lattice networks and partial monotonic functions
S You, D Ding, K Canini, J Pfeifer, M Gupta
Advances in neural information processing systems 30, 2017
1142017
Tf-ranking: Scalable tensorflow library for learning-to-rank
RK Pasumarthi, S Bruch, X Wang, C Li, M Bendersky, M Najork, J Pfeifer, ...
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
1082019
Fast and flexible monotonic functions with ensembles of lattices
M Milani Fard, K Canini, A Cotter, J Pfeifer, M Gupta
Advances in neural information processing systems 29, 2016
552016
A light touch for heavily constrained SGD
A Cotter, M Gupta, J Pfeifer
Conference on Learning Theory, 729-771, 2016
272016
TF-Ranking: Scalable TensorFlow Library for Learning-to-Rank.(2018). arXiv
RK Pasumarthi, X Wang, C Li, S Bruch, M Bendersky, M Najork, J Pfeifer, ...
arXiv preprint arXiv:1812.00073, 2018
72018
Modeling Text with Decision Forests using Categorical-Set Splits
M Guillame-Bert, S Bruch, P Mitrichev, P Mikheev, J Pfeifer
arXiv preprint arXiv:2009.09991, 2020
12020
Learning Representations for Axis-Aligned Decision Forests through Input Perturbation
S Bruch, J Pfeifer, M Guillame-Bert
arXiv preprint arXiv:2007.14761, 2020
12020
TF-GNN: Graph Neural Networks in TensorFlow
O Ferludin, A Eigenwillig, M Blais, D Zelle, J Pfeifer, A Sanchez-Gonzalez, ...
arXiv preprint arXiv:2207.03522, 2022
2022
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