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TensorFlow Lattice
TensorFlow Lattice
"""
References
[1] Lattice Regression, Eric Garcia, Maya Gupta, Advances in Neural Information Processing Systems (NIPS), 2009
[2] Optimized Regression for Efficient Function Evaluation, Eric Garcia, Raman Arora, Maya R. Gupta, IEEE Transactions on Image Processing, 2012
[3] Monotonic Calibrated Interpolated Look-Up Tables, Maya Gupta, Andrew Cotter, Jan Pfeifer, Konstantin Voevodski, Kevin Canini, Alexander Mangylov, Wojciech Moczydlowski, Alexander van Esbroeck, Journal of Machine Learning Research (JMLR), 2016
[4] Fast and Flexible Monotonic Functions with Ensembles of Lattices, Mahdi Milani Fard, Kevin Canini, Andrew Cotter, Jan Pfeifer, Maya Gupta, Advances in Neural Information Processing Systems (NIPS), 2016
[5] Deep Lattice Networks and Partial Monotonic Functions, Seungil You, David Ding, Kevin Canini, Jan Pfeifer, Maya R. Gupta, Advances in Neural Information Processing Systems (NIPS), 2017
"""
https://research.googleblog.com/2017/10/tensorflow-lattice-flexibility.html
Labels: Oleg Zabluda
- posted by Oleg Zabluda @ 11:46 AM | permalink | | | technorati | bloglines | feedster
