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How can AI Automate End-to-End Data Science?

C. Aggarwal, D. Bouneffouf, H. Samulowitz, B. Buesser, T. Hoang, U. Khurana, S. Liu, T. Pedapati, P. Ram, A. Rawat, M. Wistuba, and A. Gray. CoRR, (2019)

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Tejaswini Narayanan

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NeuNetS: An Automated Synthesis Engine for Neural Network Design.A. Sood, B. Elder, B. Herta, C. Xue, C. Bekas, A. Malossi, D. Saha, F. Scheidegger, G. Venkataraman, G. Thomas and 10 other author(s). CoRR, (2019)LakeBench: Benchmarks for Data Discovery over Data Lakes.K. Srinivas, J. Dolby, I. Abdelaziz, O. Hassanzadeh, H. Kokel, A. Khatiwada, T. Pedapati, S. Chaudhury, and H. Samulowitz. CoRR, (2023)NeuroPrune: A Neuro-inspired Topological Sparse Training Algorithm for Large Language Models.A. Dhurandhar, T. Pedapati, R. Luss, S. Dan, A. Lozano, P. Das, and G. Kollias. CoRR, (2024)Inductive Transfer for Neural Architecture Optimization.M. Wistuba, and T. Pedapati. CoRR, (2019)Automation of Deep Learning - Theory and Practice.M. Wistuba, A. Rawat, and T. Pedapati. ICMR, page 5-6. ACM, (2020)Model Agnostic Contrastive Explanations for Structured Data.A. Dhurandhar, T. Pedapati, A. Balakrishnan, P. Chen, K. Shanmugam, and R. Puri. CoRR, (2019)CoFrNets: Interpretable Neural Architecture Inspired by Continued Fractions.I. Puri, A. Dhurandhar, T. Pedapati, K. Shanmugam, D. Wei, and K. Varshney. NeurIPS, page 21668-21680. (2021)Neurology-as-a-Service for the Developing World.T. Dharamsi, P. Das, T. Pedapati, G. Bramble, V. Muthusamy, H. Samulowitz, K. Varshney, Y. Rajamanickam, J. Thomas, and J. Dauwels. CoRR, (2017)Survey on Automated End-to-End Data Science?D. Bouneffouf, C. Aggarwal, T. Hoang, U. Khurana, H. Samulowitz, B. Buesser, S. Liu, T. Pedapati, P. Ram, A. Rawat and 2 other author(s). IJCNN, page 1-9. IEEE, (2020)Understanding Unequal Gender Classification Accuracy from Face Images.V. Muthukumar, T. Pedapati, N. Ratha, P. Sattigeri, C. Wu, B. Kingsbury, A. Kumar, S. Thomas, A. Mojsilovic, and K. Varshney. CoRR, (2018)

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Disambiguation of "Pedapati, Tejaswini"

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How can AI Automate End-to-End Data Science?

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Tejaswini Narayanan

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Disambiguation of "Pedapati, Tejaswini"

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Tejaswini Narayanan

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How can AI Automate End-to-End Data Science?