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Svetha Venkatesh — most-cited papers & profile · Federated Learning
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overview
Svetha Venkatesh
5
papers ·
20
citations ·
60
h-index
Deakin University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Graph Memory Networks for Molecular Activity Prediction
2018 · 10 citations
Episodic Policy Gradient Training
2021 · 6 citations
Model-Based Episodic Memory Induces Dynamic Hybrid Controls
2021 · 3 citations
SPaCe: Unlocking Sample-Efficient Large Language Models Training With Self-Pace Curriculum Learning
2025 · 1 citations
Learning to Constrain Policy Optimization with Virtual Trust Region
2022
Topics
Meta-RL
Model-Based RL
RLHF & Alignment
Chemistry
Drug Discovery
Value-Based
Policy Gradient
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