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Hugh Perkins

3 papers · 2013–2019 · 3 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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+1 more ↓ 🌍 Conference Polyglot Β· Bronze πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird
πŸš€ Conference Pioneer

Venues

EMNLP (1) ICML (1) JMLR (1)

Top co-authors

Bo Zhang (2) Ning Chen (2) Jun Zhu (2) Yi Yang (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core Methods (3) Core AI (2) Learning Types Β· Machine Learning (2) Deep Learning (1) Natural Language Processing (1) Application Areas (1) Applications (1) Bayesian & Probabilistic (1) Learning Types Β· Deep Learning (1)

Keywords

gibbs sampling (2) unsupervised learning (1) representation learning (1) data augmentation (1) supervised learning (1) max-margin learning (1) latent svm (1) topic model (1) margin loss (1) max-margin topic model (1) discriminative latent semantic structure (1) augment-and-collapse sampling (1) dialog intent induction (1) multi-view clustering (1) alternating-view k-mean (1)

Papers

Dialog Intent Induction with Deep Multi-View Clustering EMNLP 2019 Gibbs Max-margin Topic Models with Data Augmentation JMLR 2014 Gibbs Max-Margin Topic Models with Fast Sampling Algorithms ICML 2013