Gideon Mann

7 papers · 2003–2014 · 4 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 · Bronze 🏃 Academic Marathon · Half 🐣 Hot Topic Early Bird

Venues

NAACL (3) ACL (2) AISTATS (1) CoNLL (1)

Top co-authors

Andrew McCallum (2) David Yarowsky (2) Ryan Mcdonald (1) Gregory Druck (1) Dani Yogatama (1) Keith Hall (1)

Research topics

Artificial Intelligence (1) Machine Learning (1) Learning Paradigms (1) Optimization & Theory (1)

Keywords

transfer learning (1) logistic regression (1) hyperparameter tuning (1) sequential model-based optimization (1) response surface (1)

Papers

Efficient Transfer Learning Method for Automatic Hyperparameter Tuning AISTATS 2014 Distributed Training Strategies for the Structured Perceptron NAACL 2010 Semi-supervised Learning of Dependency Parsers using Generalized Expectation Criteria ACL 2009 Efficient Computation of Entropy Gradient for Semi-Supervised Conditional Random Fields NAACL 2007 Multi-Document Relationship Fusion via Constraints on Probabilistic Databases NAACL 2007 Multi-Field Information Extraction and Cross-Document Fusion ACL 2005 Unsupervised Personal Name Disambiguation CoNLL 2003