Simple rules for complex decisions

Simple rules for complex decisions

15 February 2017

Connor Concannon

Papers citing "Simple rules for complex decisions"

12 / 12 papers shown

Title
AI for Anticipatory Action: Moving Beyond Climate Forecasting Benjamin Q. Huynh M. Kiang AI4CE 32 0 0 28 Jul 2023
Causal inference in drug discovery and development T. Michoel J. Zhang CML 38 17 0 29 Sep 2022
Optimal randomized classification trees R. Blanquero E. Carrizosa Antonios Tsourdos Dolores Romero Morales 19 47 0 19 Oct 2021
Interpreting Expert Annotation Differences in Animal Behavior Megan Tjandrasuwita Jennifer J. Sun Ann Kennedy Swarat Chaudhuri Yisong Yue 19 8 0 11 Jun 2021
Classification with Strategically Withheld Data A. Krishnaswamy Haoming Li David B Rein Hanrui Zhang Vincent Conitzer 19 15 0 18 Dec 2020
Jointly Predicting Job Performance, Personality, Cognitive Ability, Affect, and Well-Being Pablo Robles-Granda Suwen Lin Xian Wu S. D’Mello Gonzalo J. Martínez ... Stephen M. Mattingly Shayan Mirjafari E. Moskal A. Striegel Nitesh Chawla 14 21 0 10 Jun 2020
Sparsity in Optimal Randomized Classification Trees R. Blanquero E. Carrizosa Cristina Molero-Río Dolores Romero Morales 33 46 0 21 Feb 2020
Fair and Unbiased Algorithmic Decision Making: Current State and Future Challenges Songül Tolan FaML 24 31 0 15 Jan 2019
How do Humans Understand Explanations from Machine Learning Systems? An Evaluation of the Human-Interpretability of Explanation Menaka Narayanan Emily Chen Jeffrey He Been Kim S. Gershman Finale Doshi-Velez FAtt XAI 55 241 0 02 Feb 2018
Interpretability via Model Extraction Osbert Bastani Carolyn Kim Hamsa Bastani FAtt 29 129 0 29 Jun 2017
Interpreting Blackbox Models via Model Extraction Osbert Bastani Carolyn Kim Hamsa Bastani FAtt 35 170 0 23 May 2017
Computing Human-Understandable Strategies Sam Ganzfried Farzana Yusuf 11 9 0 19 Dec 2016