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Tejaswini Pedapati
Tejaswini Pedapati
IBM Research
Verified email at us.ibm.com
Title
Cited by
Cited by
Year
A Survey on Neural Architecture Search
M Wistuba, A Rawat, T Pedapati
arXiv preprint arXiv:1905.01392, 2019
1952019
Foresight: Recommending visual insights
Demiralp, PJ Haas, S Parthasarathy, T Pedapati
Proceedings of the VLDB Endowment 10 (12), 1937-1940, 2017
104*2017
Model Agnostic Contrastive Explanations for Structured Data
A Dhurandhar, T Pedapati, A Balakrishnan, PY Chen, K Shanmugam, ...
arXiv preprint arXiv:1906.00117, 2019
432019
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
412018
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
162020
Learning to Rank Learning Curves
M Wistuba, T Pedapati
International Conference on Machine Learning, 10303-10312, 2020
112020
Inductive Transfer for Neural Architecture Optimization
M Wistuba, T Pedapati
arXiv preprint arXiv:1903.03536, 2019
112019
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
72019
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
62017
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
52018
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
42021
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
32021
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
32020
Automation of Deep Learning-Theory and Practice
M Wistuba, A Rawat, T Pedapati
Proceedings of the 2020 International Conference on Multimedia Retrieval, 5-6, 2020
22020
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
12022
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
12021
MODEL AGNOSTIC CONTRASTIVE EXPLANATIONS FOR STRUCTURED DATA
A Dhurandhar, P Chen, K Shanmugam, T Pedapati, A Balakrishnan, ...
US Patent App. 16/217,574, 2020
12020
Using meta-learning to optimize automatic selection of machine learning pipelines
D Wang, C Gan, G BRAMBLE, L Amini, HC Samulowitz, KA Kate, B Chen, ...
US Patent App. 16/990,965, 2022
2022
Building Accurate Simple Models with Multihop
A Dhurandhar, T Pedapati
arXiv preprint arXiv:2109.06961, 2021
2021
Mixed initiative feature engineering
S Parthasarathy, T Pedapati
US Patent App. 16/280,528, 2020
2020
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