Elad Sarafian

According to our database, Elad Sarafian authored at least 11 papers between 2018 and 2026.

Collaborative distances:

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

2026

Workspace Optimization: How to Train Your Agent.

Elad Sarafian, Gal Kaplun, Ron Banner, Daniel Soudry, Boris Ginsburg

CoRR, May, 2026

EvoGrad: Evolutionary-Weighted Gradient and Hessian Learning for Black-Box Optimization.

Yedidya Kfir, Elad Sarafian, Yoram Louzoun, Sarit Kraus

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Optimistic Gradient Learning with Hessian Corrections for High-Dimensional Black-Box Optimization.

Yedidya Kfir, Elad Sarafian, Sarit Kraus, Yoram Louzoun

CoRR, February, 2025

2023

A Coupled Flow Approach to Imitation Learning.

Gideon Joseph Freund, Elad Sarafian, Sarit Kraus

Proceedings of the International Conference on Machine Learning, 2023

2022

Analyzing and Overcoming Degradation in Warm-Start Reinforcement Learning.

Benjamin Wexler, Elad Sarafian, Sarit Kraus

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

2021

A Domain Adaptation Approach for Performance Estimation of Spatial Predictions.

Ron Sarafian, Itai Kloog, Elad Sarafian, Ian Hough, Jonathan D. Rosenblatt

IEEE Trans. Geosci. Remote. Sens., 2021

Recomposing the Reinforcement Learning Building Blocks with Hypernetworks.

Elad Sarafian, Shai Keynan, Sarit Kraus

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Explicit Gradient Learning.

Mor Sinay, Elad Sarafian, Yoram Louzoun, Noa Agmon, Sarit Kraus

CoRR, 2020

Constrained Policy Improvement for Efficient Reinforcement Learning.

Elad Sarafian, Aviv Tamar, Sarit Kraus

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Explicit Gradient Learning for Black-Box Optimization.

Elad Sarafian, Mor Sinay, Yoram Louzoun, Noa Agmon, Sarit Kraus

Proceedings of the 37th International Conference on Machine Learning, 2020

2018

Safe Policy Learning from Observations.

Elad Sarafian, Aviv Tamar, Sarit Kraus

CoRR, 2018