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Aviral Kumar

As seen in: Medium, arXiv, MDPI, Journal of Biomedical Science, medRxiv, Robohub, Random Access, Techin World Live
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Articles

Computer Science > Artificial Intelligence

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By Aviral Kumar, Jan Kautz, Yejin Choi
| arXiv
Data-centric scaling of RLVR has focused on collecting or generating verifiable training problems. However, corpus size alone does not determine whether the dataset provides a useful learning signal for a target policy. To guide the synthesis of effective RLVR data, we experimentally characterize dataset effectiveness as a function of its problems, the target policy, and the training rollout budget.
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WITHDRAWN: A Decade of Hereditary Cancer Genetic Testing Results in Asian Indian population: Retrospective Study.

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By Ramesh Menon, Lakshmi Mahadevan, Aviral Kumar
| medRxiv
The authors have declared no competing interest. I confirm all relevant ethical guidelines have been followed, and any necessary IRB and/or ethics committee approvals have been obtained. Yes The details of the IRB/oversight body that provided approval or exemption for the research described are given below: This retrospective, non-interventional study was conducted using existing de-identified patient data.
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A Decade of Hereditary Cancer Genetic Testing Results in Asian Indian population: Retrospective Study.

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By Ramesh Menon, Lakshmi Mahadevan, Aviral Kumar
| medRxiv
The authors have declared no competing interest. I confirm all relevant ethical guidelines have been followed, and any necessary IRB and/or ethics committee approvals have been obtained. Yes The details of the IRB/oversight body that provided approval or exemption for the research described are given below: This retrospective, non-interventional study was conducted using existing de-identified patient data.
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