Giora Simchoni

According to our database, Giora Simchoni authored at least 5 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

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

Giora Simchoni, Saharon Rosset

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Integrating Random Effects in Variational Autoencoders for Dimensionality Reduction of Correlated Data.

Giora Simchoni, Saharon Rosset

CoRR, 2024

2023

Integrating Random Effects in Deep Neural Networks.

Giora Simchoni, Saharon Rosset

J. Mach. Learn. Res., 2023

2021

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

Giora Simchoni, Saharon Rosset

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Using Machine Learning Clustering To Find Large Coverage Holes.

Raviv Gal, Giora Simchoni, Avi Ziv

Proceedings of the MLCAD '20: 2020 ACM/IEEE Workshop on Machine Learning for CAD, 2020