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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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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)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)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)Model Agnostic Contrastive Explanations for Structured Data.A. Dhurandhar, T. Pedapati, A. Balakrishnan, P. Chen, K. Shanmugam, and R. Puri. CoRR, (2019)Automation of Deep Learning - Theory and Practice.M. Wistuba, A. Rawat, and T. Pedapati. ICMR, page 5-6. ACM, (2020)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)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)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)

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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?