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Sourav Karmakar on Muck Rack

Sourav Karmakar

As seen in: Medium, Wiley Online Library, arXiv, MDPI, Taylor & Francis Online, Royal Society of Chemistry, Healio
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Articles

Computer Science > Artificial Intelligence

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By Eshwar Reddy, Sourav Karmakar
| arXiv
Frontier gains in language-model reasoning come from reinforcement learning on reasoning traces and are concentrated in domains with a cheap, sound verifier. We argue the field's binding constraint is the verification gap: no scalable, incorruptible reward for reasoning outside formal domains. We make four contributions.
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Unveiling Potential of Early Intervention and Vision Therapy in Developmental Delay and Visual Impairment: A Case Report

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By Prithwis Manna, Puja Sarbajna, Sourav Karmakar, Mahesh Mudi
| Taylor & Francis Online
ABSTRACT A 3-year 8-month-old boy was referred to the clinic for unusual visual behavior, including poor fixation and not looking down while walking. Birth history revealed full-term cesarean delivery, perinatal tachypnea, and NICU admission. Developmental delays were evident across motor, speech, and social domains. Ophthalmic evaluation showed visual acuity of 1 cpcm at 28 cm, mild refractive error, and accommodation lag.
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Land Cover Changes and Land Surface Temperature Dynamics in the Rohingya Refugee Area, Cox Bazar, Bangladesh: An Analysis from 2013 to 2024

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By Sourav Karmakar, Mizanur Rahman
| MDPI
All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess.
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