PAC-Learning for Strategic Classification

PAC-Learning for Strategic Classification

6 December 2020

Papers citing "PAC-Learning for Strategic Classification"

13 / 13 papers shown

Title
Incentive-Aware Machine Learning; Robustness, Fairness, Improvement & Causality Chara Podimata 84 0 0 08 May 2025
Microfoundation Inference for Strategic Prediction Daniele Bracale Subha Maity Felipe Maia Polo Seamus Somerstep Moulinath Banerjee Yuekai Sun 269 0 0 13 Nov 2024
Adversaries With Incentives: A Strategic Alternative to Adversarial Robustness Maayan Ehrenberg Roy Ganz Nir Rosenfeld AAML 62 0 0 17 Jun 2024
The Role of Randomness and Noise in Strategic Classification M. Braverman Sumegha Garg 20 47 0 17 May 2020
On Robustness to Adversarial Examples and Polynomial Optimization Pranjal Awasthi Abhratanu Dutta Aravindan Vijayaraghavan OOD AAML 36 31 0 12 Nov 2019
Strategic Classification is Causal Modeling in Disguise John Miller S. Milli Moritz Hardt 34 109 0 23 Oct 2019
The Social Cost of Strategic Classification S. Milli John Miller Anca Dragan Moritz Hardt 44 179 0 25 Aug 2018
Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning Matthew Jagielski Alina Oprea Battista Biggio Chang-rui Liu Cristina Nita-Rotaru Yue Liu AAML 71 757 0 01 Apr 2018
Evasion Attacks against Machine Learning at Test Time Battista Biggio Igino Corona Davide Maiorca B. Nelson Nedim Srndic Pavel Laskov Giorgio Giacinto Fabio Roli AAML 101 2,142 0 21 Aug 2017
Universal adversarial perturbations Seyed-Mohsen Moosavi-Dezfooli Alhussein Fawzi Omar Fawzi P. Frossard AAML 113 2,520 0 26 Oct 2016
Towards Evaluating the Robustness of Neural Networks Nicholas Carlini D. Wagner OOD AAML 168 8,513 0 16 Aug 2016
Learning Prices for Repeated Auctions with Strategic Buyers Kareem Amin Afshin Rostamizadeh Umar Syed 63 151 0 26 Nov 2013
Poisoning Attacks against Support Vector Machines Battista Biggio B. Nelson Pavel Laskov AAML 89 1,580 0 27 Jun 2012