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Alex Burnap

Massachusetts Institute of Technology (from arXiv:1812.11067, 2018) · ORCID · OpenAlex

5 papers in scope · 4 published · 3 on the econ.EM arXiv · 182 citations · h-index 4 (over the papers listed here)

Papers

(2 of 5)

Generative Interpretable Visual Design: Using Disentanglement for Visual Conjoint Analysis
published2024 · Journal of Marketing Research · 15 citations
with Ankit Sisodia, Vineet Kumar
Journal of Marketing Research
Product Aesthetic Design: A Machine Learning Augmentation
published2023 · Marketing Science · 89 citations · first circulated 2019
with John R. Hauser, Artem Timoshenko
Paper profile Marketing Science arXiv:1907.07786
Soul and machine (learning)
published2020 · Marketing Letters · 34 citations · first circulated 2019
with Davide Proserpio, John R. Hauser, Xiao Liu, Tomomichi Amano, Tong Guo, Dokyun Lee, Randall A. Lewis, Kanishka Misra, E. Schwarz, Artem Timoshenko, Lilei Xu, Hema Yoganarasimhan, …
Marketing Letters
Predicting "Design Gaps" in the Market: Deep Consumer Choice Models under Probabilistic Design Constraints
working paper2018 · arXiv · 1 citations
with John R. Hauser
Paper profile arXiv arXiv:1812.11067
Improving Design Preference Prediction Accuracy Using Feature Learning
published2016 · Journal of Mechanical Design · 43 citations
with Yanxin Pan, Ye Liu, Yi Ren, Honglak Lee, Richard Gonzalez, Panos Y. Papalambros
Journal of Mechanical Design

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.