Marissa Connor

3 papers · 2020–2021 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

AAAI (1) AISTATS (1) NIPS (1)

Top co-authors

Christopher Rozell (3) Gregory Canal (2) Mark Davenport (1) Matthew O'Shaughnessy (1)

Keywords

generative model (3) latent space (2) manifold learning (2) variational autoencoder (1) latent factor (1) post-hoc explanation (1) information-theoretic measure (1) black-box classifier (1) causal inference (1) transformation path (1) prior distribution (1) latent representation (1)

Papers

Variational Autoencoder with Learned Latent Structure AISTATS 2021

Generative causal explanations of black-box classifiers NIPS 2020

Representing Closed Transformation Paths in Encoded Network Latent Space AAAI 2020