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pro vyhledávání: '"Naik, Harish"'
We formulate an XAI-based model improvement approach for Graph Neural Networks (GNNs) for node classification, called Explanation Enhanced Graph Learning (EEGL). The goal is to improve predictive performance of GNN using explanations. EEGL is an iter
Externí odkaz:
http://arxiv.org/abs/2403.07849
Autor:
Palmer, Samuel, Karagiannis, Konstantinos, Florence, Adam, Rodriguez, Asier, Orus, Roman, Naik, Harish, Mugel, Samuel
In this work, we demonstrate how to apply non-linear cardinality constraints, important for real-world asset management, to quantum portfolio optimization. This enables us to tackle non-convex portfolio optimization problems using quantum annealing t
Externí odkaz:
http://arxiv.org/abs/2208.11380
Autor:
Naik, Harish, Turán, György
Explainable components in XAI algorithms often come from a familiar set of models, such as linear models or decision trees. We formulate an approach where the type of explanation produced is guided by a specification. Specifications are elicited from
Externí odkaz:
http://arxiv.org/abs/2012.07179
Publikováno v:
Hospital Pharmacology, Vol 10, Iss 3, Pp 1314-1322 (2023)
Introduction: Coronavirus Disease 2019 (COVID-19) as pandemic has caused massive crisis to global public health and also has turned into global economic devastation. In India, regulatory authorities had given permission for two vaccines. Covaxin, an
Externí odkaz:
https://doaj.org/article/9e3696f1df5d4135b7037592d371c813
Akademický článek
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Publikováno v:
British Journal of Neurosurgery. Apr2022, Vol. 36 Issue 2, p203-212. 10p. 7 Color Photographs, 1 Diagram, 6 Charts.
Publikováno v:
In Journal of Pediatric Urology October 2013 9(5):675-682
Autor:
Velho, Vernon1 (AUTHOR), Naik, Harish1 (AUTHOR), Survashe, Pravin1 (AUTHOR), Guthe, Sachin1 (AUTHOR), Bhide, Anuj1 (AUTHOR), Bhople, Laxmikant1 (AUTHOR), Guha, Amrita2 (AUTHOR)
Publikováno v:
Asian Journal of Neurosurgery. Jul-Sep2019, Vol. 14 Issue 3, p718-724. 7p.
Autor:
Gade, Prashant1, Naik, Harish1, Bhople, Laxmikant1, Velho, Vernon1, Gade, Prashant Sakharam2 (AUTHOR)
Publikováno v:
Neurology India. Mar/Apr2019, Vol. 67 Issue 2, p601-604. 4p.
Publikováno v:
Indian Journal of Neurosurgery. 2019, Vol. 8 Issue 1, p81-85. 5p.