Giora Simchoni

3 papers · 2021–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (13)

Conferences

AISTATS (1) JMLR (1) NIPS (1)

Top co-authors

Saharon Rosset (3)

Keywords

deep neural network (2) random effect (2) mixed model (1) gaussian negative log-likelihood (1) correlated datum (1) linear mixed model (1) high-cardinality categorical feature (1) stochastic gradient descent (1) repeated measure (1) entity embedding (1)

Papers

Flexible Copula-Based Mixed Models in Deep Learning: A Scalable Approach to Arbitrary Marginals AISTATS 2025

Integrating Random Effects in Deep Neural Networks JMLR 2023

Using Random Effects to Account for High-Cardinality Categorical Features and Repeated Measures in Deep Neural Networks NIPS 2021