Junxiang Chen

6 papers · 2017–2020 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 🌱 Topic Pioneer 🧭 Keyword Pioneer

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Venues

AAAI (2) AISTATS (2) ICLR (1) ICML (1)

Top co-authors

Yale Chang (3) Kayhan Batmanghelich (3) Jennifer Dy (2) Michael Cho (2) Peter Castaldi (2) Brian Hobbs (1) Jennifer G. Dy (1) Michael H. Cho (1) Edwin K. Silverman (1) Brian Pollack (1)

Research topics

Machine Learning (5) Core Methods (5) Learning Types · Machine Learning (4) Deep Learning (3) Learning Types · Deep Learning (3) Models (2) Artificial Intelligence (1) Core AI (1) Optimization & Theory (1)

Keywords

weak supervision (2) weakly supervised learning (2) variational inference (1) unsupervised clustering (1) model interpretability (1) bayesian model (1) multinomial logistic regression (1) saliency map (1) crowdsourced clustering (1) pairwise similarity (1) conditional distribution (1) generative model (1) latent variable (1) variational autoencoder (1) decision boundary (1) generative adversarial network (1) counterfactual explanation (1) probabilistic clustering (1) consensus clustering (1) pairwise constraint (1)

Papers

Explanation by Progressive Exaggeration ICLR 2020 Generative-Discriminative Complementary Learning AAAI 2020 Weakly Supervised Disentanglement by Pairwise Similarities AAAI 2020 Crowdclustering with Partition Labels AISTATS 2018 Clustering from Multiple Uncertain Experts AISTATS 2017 Multiple Clustering Views from Multiple Uncertain Experts ICML 2017