Deep Lattice Networks and Partial Monotonic Functions

Deep Lattice Networks and Partial Monotonic Functions

19 September 2017

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Papers citing "Deep Lattice Networks and Partial Monotonic Functions"

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Title
Testing Monotonicity of Machine Learning Models Arnab Sharma Heike Wehrheim 72 9 0 27 Feb 2020
Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning Approach Yaoshu Wang Chuan Xiao Jianbin Qin Xin Cao Yifang Sun Wei Wang Makoto Onizuka 58 25 0 15 Feb 2020
Improving Deep Learning For Airbnb Search Malay Haldar Mustafa Abdool Prashant Ramanathan Tyler Sax Lanbo Zhang Aamir Mansawala Shulin Yang B. Turnbull Junshuo Liao 69 40 0 10 Feb 2020
Supervised Quantile Normalization for Low-rank Matrix Approximation Marco Cuturi O. Teboul Jonathan Niles-Weed Jean-Philippe Vert 44 3 0 08 Feb 2020
Deep Learning Tubes for Tube MPC David D. Fan Ali-akbar Agha-mohammadi Evangelos A. Theodorou 118 57 0 05 Feb 2020
Deontological Ethics By Monotonicity Shape Constraints S. Wang Maya R. Gupta 69 21 0 31 Jan 2020
On Interpretability of Artificial Neural Networks: A Survey Fenglei Fan Jinjun Xiong Mengzhou Li Ge Wang AAML AI4CE 94 317 0 08 Jan 2020
How to Incorporate Monotonicity in Deep Networks While Preserving Flexibility? Akhil Gupta Naman Shukla Lavanya Marla A. Kolbeinsson Kartik Yellepeddi 65 41 0 24 Sep 2019
Predicting Consumer Default: A Deep Learning Approach Stefania Albanesi Domonkos F. Vamossy FaML 48 60 0 30 Aug 2019
Unconstrained Monotonic Neural Networks Antoine Wehenkel Gilles Louppe TPM 258 150 0 14 Aug 2019
Learning Policies through Quantile Regression Oliver Richter Roger Wattenhofer 37 0 0 27 Jun 2019
Cost-Effective Incentive Allocation via Structured Counterfactual Inference Romain Lopez Chenchen Li X. Yan Junwu Xiong Michael I. Jordan Yuan Qi Le Song OffRL 77 17 0 07 Feb 2019
Janossy Pooling: Learning Deep Permutation-Invariant Functions for Variable-Size Inputs R. Murphy Balasubramaniam Srinivasan Vinayak A. Rao Yun Liang 129 193 0 05 Nov 2018
Inferring Multidimensional Rates of Aging from Cross-Sectional Data Emma Pierson Pang Wei Koh Tatsunori Hashimoto D. Koller J. Leskovec N. Eriksson Percy Liang 70 10 0 12 Jul 2018
Interpretable Set Functions Andrew Cotter Maya R. Gupta Heinrich Jiang J. Muller Taman Narayan S. Wang Tao Zhu 85 7 0 31 May 2018
Prediction Rule Reshaping Matt Bonakdarpour S. Chatterjee Rina Foygel Barber John D. Lafferty AI4TS 62 8 0 16 May 2018
Monotonic models for real-time dynamic malware detection A. Chistyakov E. Lobacheva Alexander Shevelev Alexey Romanenko 16 3 0 10 Apr 2018
Learning to Count Objects in Natural Images for Visual Question Answering Yan Zhang Jonathon S. Hare Adam Prugel-Bennett OOD 85 208 0 15 Feb 2018
The Case for Learned Index Structures Tim Kraska Alex Beutel Ed H. Chi J. Dean N. Polyzotis 105 1,046 0 04 Dec 2017