ملف الباحث
Mahantesh Halappanavar
ورقتان في مجموعة PaperMetrix
المنشورات
أوراق هذا المؤلف
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Extreme Risk Mitigation in Reinforcement Learning using Extreme Value Theory
2023 · arXiv (Cornell University)
Risk-sensitive reinforcement learning (RL) has garnered significant attention in recent years due to the growing interest in deploying RL agents in real-world scenarios. A critical aspect of risk awareness involves modeling highly rare risk events …
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Fused Breadth-First Probabilistic Traversals on Distributed GPU Systems
2023 · arXiv (Cornell University)
Probabilistic breadth-first traversals (BPTs) are used in many network science and graph machine learning applications. In this paper, we are motivated by the application of BPTs in stochastic diffusion-based graph problems such as influence maximization. …