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Esraa Elelimy

2 papers · 2024–2026 · 2 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

JMLR (1) NeurIPS (1)

Top co-authors

Martha White (2) Ehsan Imani (1) Sam Scholnick-Hughes (1) Adam White (1) Michael Bowling (1) Kai Luedemann (1)

Research topics

Deep Learning (2) Learning Types · Deep Learning (2) Machine Learning (1) Reinforcement Learning (1) Architectures (1) Learning Types · Machine Learning (1) Methods (1) Optimization & Theory · Deep Learning (1) Optimization & Theory · Machine Learning (1)

Keywords

reinforcement learning (1) real-time learning (1) partial observability (1) conditional distribution (1) partially observable environment (1) recurrent neural network (1) loss function (1) real-time recurrent learning (1) linear recurrent architecture (1) linear recurrent unit (1) neural network (1) histogram loss (1) trace unit (1)

Papers

Investigating the Histogram Loss in Regression JMLR 2026 Real-Time Recurrent Learning using Trace Units in Reinforcement Learning NeurIPS 2024