A new perspective on classification: optimally allocating limited resources to uncertain tasks

9 February 2022

Papers citing "A new perspective on classification: optimally allocating limited resources to uncertain tasks"

9 / 9 papers shown

Title
Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation Bruno Deprez Toon Vanderschueren Bart Baesens Tim Verdonck Wouter Verbeke 202 5 0 29 May 2024
Adaptive Learning for the Resource-Constrained Classification Problem Danit Abukasis Shifman Izack Cohen Xiaochen Xian Kejun Huang G. Singer 35 10 0 19 Jul 2022
Learning to rank for uplift modeling Floris Devriendt Tias Guns Wouter Verbeke 63 34 0 14 Feb 2020
Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems Jaynta Mandi Emir Demirović Peter Stuckey Tias Guns 63 146 0 22 Nov 2019
Machine Learning for Combinatorial Optimization: a Methodological Tour d'Horizon Yoshua Bengio Andrea Lodi Antoine Prouvost 155 1,396 0 15 Nov 2018
Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization Bryan Wilder B. Dilkina Milind Tambe OffRL AI4CE 75 302 0 14 Sep 2018
Profit Driven Decision Trees for Churn Prediction Sebastiaan Höppner Eugen Stripling Bart Baesens S. vanden Broucke Tim Verdonck 23 109 0 21 Dec 2017
Smart "Predict, then Optimize" Adam N. Elmachtoub Paul Grigas 89 603 0 22 Oct 2017
Matching while Learning Ramesh Johari Vijay Kamble Yashodhan Kanoria 46 65 0 15 Mar 2016