Perturb and Correct: Post-Hoc Ensembles using Affine Redundancy

Eleanor Quint

Under review at NeurIPS 2026 2026

[arXiv]

Quantitatively Evaluating the Validity of Contrastive Generators for Recourse

Ian Howell, Eleanor Quint, Hongfeng Yu

IEEE International Conference on Big Data (Big Data) 2023

Safe Online Exploration with Nonlinear Constraints

Eleanor Quint, Ian Howell, Garrett Wirka, Stephen Scott, Hoang-Dung Tran

NeurIPS Workshop on Safe and Robust Control of Uncertain Systems 2021

[PDF]

A Brief Introduction to Machine Learning and Deep Learning for Computer Vision

Eleanor Quint, Stephen Scott

Intelligent Image Analysis for Plant Phenotyping (Book Chapter) 2020

Formal Language Constraints for Markov Decision Processes

Eleanor Quint, Dong Xu, Zeynep Hakguder, Haluk Dogan, Stephen Scott, Matthew Dwyer

NeurIPS Workshop on Safety and Robustness in Decision Making 2019

[arXiv]

Constrained Group Testing to Predict Binding Response of Candidate Compounds

Eleanor Quint, Stephen Scott, N. V. Vinodchandran, Brad Worley

SIAM International Conference on Data Mining (SDM) 2016