Yale Chang

7 papers · 2016–2020 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze

Venues

AISTATS (3) ICML (1) JMLR (1) MLHC (1) NeurIPS (1)

Top co-authors

Jennifer Dy (4) Junxiang Chen (3) Michael Cho (2) Yi Li (2) Peter Castaldi (2) Jennifer G. Dy (2) Michael H. Cho (1) Chieh Wu (1) Jared Miller (1) Edwin K. Silverman (1)

Research topics

Machine Learning (7) Core Methods (7) Application Areas (2) Learning Types (2) Optimization & Theory (2) Artificial Intelligence (1) Core AI (1)

Keywords

feature selection (2) nonlinear relationship (2) manifold learning (1) variational inference (1) unsupervised clustering (1) bayesian model (1) multinomial logistic regression (1) feature space (1) crowdsourced clustering (1) knowledge graph (1) spectral method (1) mixture of expert (1) interpretable model (1) feature ranking (1) subgroup discovery (1) clinical phenotyping (1) probabilistic clustering (1) consensus clustering (1) pairwise constraint (1) expert weighting (1)

Papers

Phenotyping with Prior Knowledge using Patient Similarity MLHC 2020 Solving Interpretable Kernel Dimensionality Reduction NeurIPS 2019 Crowdclustering with Partition Labels AISTATS 2018 A Robust-Equitable Measure for Feature Ranking and Selection JMLR 2017 Clustering from Multiple Uncertain Experts AISTATS 2017 Multiple Clustering Views from Multiple Uncertain Experts ICML 2017 A Robust-Equitable Copula Dependence Measure for Feature Selection AISTATS 2016