When do neural nets outperform boosted trees on tabular data? D McElfresh, S Khandagale, J Valverde, V Prasad C, G Ramakrishnan, ... Advances in Neural Information Processing Systems 36, 2024 | 57 | 2024 |
Vishak Prasad C, Ganesh Ramakrishnan, Micah Goldblum, and Colin White. When do neural nets outperform boosted trees on tabular data D McElfresh, S Khandagale, J Valverde Advances in Neural Information Processing Systems 36, 2024 | 13 | 2024 |
A toolset for creation of multi-fidelity probabilistic aerodynamic databases N Nigam, S Mohseni, J Valverde, S Voronin, J Mukhopadhaya, JJ Alonso AIAA Scitech 2021 Forum, 0466, 2021 | 13 | 2021 |
On the generalizability and predictability of recommender systems D McElfresh, S Khandagale, J Valverde, J Dickerson, C White Advances in Neural Information Processing Systems 35, 4416-4432, 2022 | 6 | 2022 |
Integrated Intelligent Control of Hybrid-Electric Unmanned Air Vehicles J Valverde, N Nigam, A Tyagi, J Lieh, M Nicholson, A Behbahani AIAA, 2019 | 3* | 2019 |
Efficient Data Representation Learning in Google-scale Systems DZ Cheng, R Wang, WC Kang, B Coleman, Y Zhang, J Ni, J Valverde, ... Proceedings of the 17th ACM Conference on Recommender Systems, 267-271, 2023 | | 2023 |
On the Generalizability and Predictability of Recommender Systems JP Dickerson, S Khandagale, DC McElfresh, J Valverde, C White First Conference on Automated Machine Learning (Late-Breaking Workshop), 0 | | |