Simple is better: Making Decision Trees faster using random sampling

Autor: Kumar, Vignesh Nanda, Edakunni, Narayanan U

In recent years, gradient boosted decision trees have become popular in building robust machine learning models on big data. The primary technique that has enabled these algorithms success has been distributing the computation while building the deci

Externí odkaz: http://arxiv.org/abs/2108.08790

SERPINF1 gene variants causing late-onset progressive deforming osteogenesis imperfecta – A study of 18 patients from India

Autor: Selina, Agnes, Kandagaddala, Madhavi, Kumar, Vignesh, Abraham, Suneetha Susan Cleave, Danda, Sumita, Madhuri, Vrisha

Publikováno v: In Bone Reports June 2023 18

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Hypothermia for moderate or severe neonatal encephalopathy in low-income and middle-income countries (HELIX): a randomised controlled trial in India, Sri Lanka, and Bangladesh

Autor: Thayyil, Sudhin, Pant, Stuti, Montaldo, Paolo, Shukla, Deepika, Oliveira, Vania, Ivain, Phoebe, Bassett, Paul, Swamy, Ravi, Mendoza, Josephine, Moreno-Morales, Maria, Lally, Peter J., Benakappa, Naveen, Bandiya, Prathik, Shivarudhrappa, Indramma, Somanna, Jagadish, Kantharajanna, Usha B., Rajvanshi, Ankur, Krishnappa, Sowmya, Joby, Poovathumkal K., Jayaraman, Kumutha, Chandramohan, Rema, Kamalarathnam, Chinnathambi N., Sebastian, Monica, Tamilselvam, Indumathi, Rajendran, Ushadevi, Soundrarajan, Radhakrishnan, Kumar, Vignesh, Sudarsanan, Harish, Vadakepat, Padmesh, Gopalan, Kavitha, Sundaram, Mangalabharathi, Seeralar, Arasar, Vinayagam, Prakash, Sajjid, Mohamed, Baburaj, Mythili, Murugan, Kanchana D., Sathyanathan, Babu P., Kumaran, Elumalai S., Mondkar, Jayashree, Manerkar, Swati, Joshi, Anagha R., Dewang, Kapil, Bhisikar, Swapnil M., Kalamdani, Pavan, Bichkar, Vrushali, Patra, Saikat, Jiwnani, Kapil, Shahidullah, Mohammod, Moni, Sadeka C., Jahan, Ismat, Mannan, Mohammad A., Dey, Sanjoy K., Nahar, Mst. N., Islam, Mohammad N, Shabuj, Kamrul H, Rodrigo, Ranmali, Sumanasena, Samanmali, Abayabandara-Herath, Thilini, Chathurangika, Gayani K, Wanigasinghe, Jithangi, Sujatha, Radhika, Saraswathy, Sobhakumar, Rahul, Aswathy, Radha, Saritha J, Sarojam, Manoj K., Krishnan, Vaisakh, Nair, Mohandas K., Devadas, Sahana, Chandriah, Savitha, Venkateswaran, Harini, Burgod, Constance, Chandrasekaran, Manigandan, Atreja, Gaurav, Muraleedharan, Pallavi, Herberg, Jethro A., Chong, WK 'Kling', Sebire, Neil J., Pressler, Ronit, Ramji, Siddarth, Shankaran, Seetha, Lally, Peter J, Kantharajanna, Usha B, Joby, Poovathumkal K, Kamalarathnam, Chinnathambi N, Tamilselvam, Indumathi A, Rajendran, Usha D, Murugan, Kanchana D, Sathyanathan, Babu P, Kumaran, Elumalai S, Joshi, Anagha R, Bhisikar, Swapnil M, Moni, Sadeka C, Mannan, Mohammad A, Dey, Sanjoy K, Nahar, Mst N, Sarojam, Manoj K, Nair, Mohandas K, Herberg, Jethro A, Kling Chong, W K, Sebire, Neil J

Publikováno v: In The Lancet Global Health September 2021 9(9):e1273-e1285

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