Charles Elkan

5 papers · 2004–2025 · 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

Jump to papers ↓

+2 more ↓

🐣 Hot Topic Early Bird 🏃 Academic Marathon · Ultra 🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (10)

🧭 Keyword Pioneer 📈 Trend Setter

Venues

ACL (2) JMLR (2) NAACL (1)

Top co-authors

Irene Rodriguez-Lujan (1) Carlos Santa Cruz (1) Ramon Huerta (1) Anil N. Hirani (1) Bingyan Liu (1) Rashmi Gangadharaiah (1) David Kauchak (1) Joseph Smarr (1) Balakrishnan Narayanaswamy (1) Nikolaos Trogkanis (1)

Research topics

Machine Learning (4) Core Methods (4) Deep Learning (1) Natural Language Processing (1) Architectures (1) Generation (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1) Techniques (1)

Keywords

dimensionality reduction (1) feature learning (1) feature selection (1) embedding learning (1) information extraction (1) natural language generation (1) response generation (1) task-oriented dialogue (1) quadratic programming (1) nyström method (1) inductive bia (1) tabular data (1) tabular deep learning (1) numerical feature (1) hyperbolic tangent (1) neural network (1) numerical embedding (1) matrix diagonalization (1) boosted wrapper induction (1) rule-based extraction (1)

Papers

Embeddings for Numerical Features Using tanh Activation ACL 2025 What we need to learn if we want to do and not just talk NAACL 2018 Conditional Random Fields for Word Hyphenation ACL 2010 Quadratic Programming Feature Selection JMLR 2010 Sources of Success for Boosted Wrapper Induction JMLR 2004