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 | 170 | 2017 |
Monotonic calibrated interpolated look-up tables M Gupta, A Cotter, J Pfeifer, K Voevodski, K Canini, A Mangylov, ... Journal of Machine Learning Research 17 (109), 1-47, 2016 | 149 | 2016 |
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 | 147 | 2019 |
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 | 78 | 2016 |
A light touch for heavily constrained sgd A Cotter, M Gupta, J Pfeifer Conference on Learning Theory, 729-771, 2016 | 27 | 2016 |
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 | 21 | 2022 |
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 | 7 | 2018 |
Introducing TensorFlow decision forests M Guillame-Bert, S Bruch, J Gordon, J Pfeifer Online]. URL: https://blog. tensorflow. org/2021/05/introducing-tensorflow …, 2021 | 5 | 2021 |
Yggdrasil decision forests: A fast and extensible decision forests library M Guillame-Bert, S Bruch, R Stotz, J Pfeifer Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 4 | 2023 |
Learning representations for axis-aligned decision forests through input perturbation S Bruch, J Pfeifer, M Guillame-Bert arXiv preprint arXiv:2007.14761, 2020 | 4 | 2020 |
TF-Ranking 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 | 3 | 2019 |
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 | 2 | 2020 |