conftrace_
← Authors

Ben Lengerich

4 papers · 2018–2024 · 3 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
+1 more ↓ 🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝 Cross-Pollinator (15)

Conferences

NIPS (2) COLING (1) ICML (1)

Top co-authors

Eric P. Xing (2) Bryon Aragam (1) Geoffrey E. Hinton (1) Christopher Potts (1) Andrew Maas (1) Nicholas Frosst (1) Eric P Xing (1) Yingtao Luo (1) Rich Caruana (1) Pascal Friederich (1)

Keywords

link prediction (1) interpretable machine learning (1) feature attribution (1) graph embedding (1) knowledge graph (1) entity embedding (1) low-rank regression (1) generalized additive model (1) neural additive model (1) sample-specific model (1) personalized regression (1)

Papers

Contextualized Policy Recovery: Modeling and Interpreting Medical Decisions with Adaptive Imitation Learning ICML 2024 Neural Additive Models: Interpretable Machine Learning with Neural Nets NIPS 2021 Learning Sample-Specific Models with Low-Rank Personalized Regression NIPS 2019 Retrofitting Distributional Embeddings to Knowledge Graphs with Functional Relations COLING 2018