A Survey on Neural Architecture Search M Wistuba, A Rawat, T Pedapati arXiv preprint arXiv:1905.01392, 2019 | 338 | 2019 |
Foresight: Recommending visual insights Ç Demiralp, PJ Haas, S Parthasarathy, T Pedapati Proceedings of the VLDB Endowment 10 (12), 1937-1940, 2017 | 150* | 2017 |
Model Agnostic Contrastive Explanations for Structured Data A Dhurandhar, T Pedapati, A Balakrishnan, PY Chen, K Shanmugam, ... arXiv preprint arXiv:1906.00117, 2019 | 82 | 2019 |
Understanding unequal gender classification accuracy from face images V Muthukumar, T Pedapati, N Ratha, P Sattigeri, CW Wu, B Kingsbury, ... arXiv preprint arXiv:1812.00099, 2018 | 55 | 2018 |
Learning Global Transparent Models Consistent with Local Contrastive Explanations T Pedapati, A Balakrishnan, K Shanmugam, A Dhurandhar Advances in Neural Information Processing Systems 33, 2020 | 32 | 2020 |
Learning to Rank Learning Curves M Wistuba, T Pedapati International Conference on Machine Learning, 10303-10312, 2020 | 22 | 2020 |
NeuNetS: An Automated Synthesis Engine for Neural Network Design A Sood, B Elder, B Herta, C Xue, C Bekas, ACI Malossi, D Saha, ... arXiv preprint arXiv:1901.06261, 2019 | 12 | 2019 |
Inductive Transfer for Neural Architecture Optimization M Wistuba, T Pedapati arXiv preprint arXiv:1903.03536, 2019 | 11 | 2019 |
Contrastive Explanations for Comparing Preferences of Reinforcement Learning Agents J Gajcin, R Nair, T Pedapati, R Marinescu, E Daly, I Dusparic arXiv preprint arXiv:2112.09462, 2021 | 9 | 2021 |
CoFrNets: Interpretable Neural Architecture Inspired by Continued Fractions I Puri, A Dhurandhar, T Pedapati, K Shanmugam, D Wei, KR Varshney Advances in Neural Information Processing Systems 34, 2021 | 9 | 2021 |
Creating optimized machine-learning models G Thomas, ACI Malossi, T Pedapati, G Venkataraman, R Istrate, ... US Patent App. 16/216,138, 2020 | 9 | 2020 |
AutoText: An End-to-End AutoAI Framework for Text A Chaudhary, A Issak, K Kate, Y Katsis, A Valente, D Wang, A Evfimievski, ... Proceedings of the AAAI Conference on Artificial Intelligence 35 (18), 16001 …, 2021 | 8 | 2021 |
Dataset evolver: An interactive feature engineering notebook F Nargesian, U Khurana, T Pedapati, H Samulowitz, D Turaga Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018 | 8 | 2018 |
Survey on automated end-to-end data science? D Bouneffouf, C Aggarwal, T Hoang, U Khurana, H Samulowitz, ... 2020 International Joint Conference on Neural Networks (IJCNN), 1-9, 2020 | 7 | 2020 |
Neurology-as-a-Service for the Developing World T Dharamsi, P Das, T Pedapati, G Bramble, V Muthusamy, H Samulowitz, ... arXiv preprint arXiv:1711.06195, 2017 | 7 | 2017 |
Extracting Patient Information from an Electronic Medical Record JJ Liang, T Pedapati, JM Prager US Patent App. 15/403,363, 2018 | 6 | 2018 |
LakeBench: Benchmarks for Data Discovery over Data Lakes K Srinivas, J Dolby, I Abdelaziz, O Hassanzadeh, H Kokel, A Khatiwada, ... arXiv preprint arXiv:2307.04217, 2023 | 4 | 2023 |
Contrastive Explanations for Comparing Preferences of Reinforcement Learning J Gajcin, R Nair, T Pedapati, R Marinescu, E Daly, I Dusparic AAAI Conference on Artificial Intelligence, 2022 | 4 | 2022 |
MODEL AGNOSTIC CONTRASTIVE EXPLANATIONS FOR STRUCTURED DATA A Dhurandhar, P Chen, K Shanmugam, T Pedapati, A Balakrishnan, ... US Patent App. 16/217,574, 2020 | 4 | 2020 |
Neural Capacitance: A New Perspective of Neural Network Selection via Edge Dynamics C Jiang, T Pedapati, PY Chen, Y Sun, J Gao arXiv preprint arXiv:2201.04194, 2022 | 3 | 2022 |