Optimization Problems for Machine Learning: A Survey

16 January 2019

Papers citing "Optimization Problems for Machine Learning: A Survey"

7 / 7 papers shown

Title
Margin Optimal Classification Trees Federico DÓnofrio G. Grani Marta Monaci L. Palagi 10 10 0 19 Oct 2022
Optimization with Constraint Learning: A Framework and Survey Adejuyigbe O. Fajemisin Donato Maragno D. Hertog 50 46 0 05 Oct 2021
Lossless Compression of Deep Neural Networks Thiago Serra Abhinav Kumar Srikumar Ramalingam 6 56 0 01 Jan 2020
Bilevel Programming for Hyperparameter Optimization and Meta-Learning Luca Franceschi P. Frasconi Saverio Salzo Riccardo Grazzi Massimiliano Pontil 99 714 0 13 Jun 2018
Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks Guy Katz Clark W. Barrett D. Dill Kyle D. Julian Mykel Kochenderfer AAML 222 1,818 0 03 Feb 2017
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 256 3,102 0 04 Nov 2016
Sparse principal component regression with adaptive loading Shuichi Kawano Hironori Fujisawa Toyoyuki Takada T. Shiroishi 28 27 0 26 Feb 2014