| Design of experiments and response surface methodology to tune machine learning hyperparameters, with a random forest case-study GA Lujan-Moreno, PR Howard, OG Rojas, DC Montgomery Expert Systems with Applications 109, 195-205, 2018 | 220 | 2018 |
| Tempoqr: temporal question reasoning over knowledge graphs C Mavromatis, PL Subramanyam, VN Ioannidis, A Adeshina, PR Howard, ... Proceedings of the AAAI conference on artificial intelligence 36 (5), 5825-5833, 2022 | 110 | 2022 |
| Coco-counterfactuals: Automatically constructed counterfactual examples for image-text pairs T Le, V Lal, P Howard Advances in Neural Information Processing Systems 36, 71195-71221, 2023 | 46 | 2023 |
| Socialcounterfactuals: Probing and mitigating intersectional social biases in vision-language models with counterfactual examples P Howard, A Madasu, T Le, GL Moreno, A Bhiwandiwalla, V Lal Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 45 | 2024 |
| Neurocounterfactuals: Beyond minimal-edit counterfactuals for richer data augmentation P Howard, G Singer, V Lal, Y Choi, S Swayamdipta arXiv preprint arXiv:2210.12365, 2022 | 31 | 2022 |
| Is your paper being reviewed by an llm? investigating ai text detectability in peer review S Yu, M Luo, A Madasu, V Lal, P Howard arXiv preprint arXiv:2410.03019, 2024 | 25 | 2024 |
| InterpreT: An interactive visualization tool for interpreting transformers V Lal, A Ma, E Aflalo, P Howard, A Simoes, D Korat, O Pereg, G Singer, ... Proceedings of the 16th Conference of the European Chapter of the …, 2021 | 23 | 2021 |
| Cross-domain aspect extraction using transformers augmented with knowledge graphs P Howard, A Ma, V Lal, AP Simoes, D Korat, O Pereg, M Wasserblat, ... Proceedings of the 31st ACM International Conference on Information …, 2022 | 22 | 2022 |
| Neuroprompts: An adaptive framework to optimize prompts for text-to-image generation S Rosenman, V Lal, P Howard Proceedings of the 18th Conference of the European Chapter of the …, 2024 | 17 | 2024 |
| Probing and mitigating intersectional social biases in vision-language models with counterfactual examples P Howard, A Madasu, T Le, GA Lujan-Moreno, A Bhiwandiwalla, V Lal CoRR, 2023 | 15 | 2023 |
| Uncovering bias in large vision-language models at scale with counterfactuals P Howard, KC Fraser, A Bhiwandiwalla, S Kiritchenko Proceedings of the 2025 Conference of the Nations of the Americas Chapter of …, 2025 | 14 | 2025 |
| Uncovering bias in large vision-language models with counterfactuals P Howard, A Bhiwandiwalla, KC Fraser, S Kiritchenko arXiv preprint arXiv:2404.00166, 2024 | 13 | 2024 |
| Automated data mining methods for identifying energy efficiency opportunities using whole-building electricity data P Howard, PE T Agami Reddy PhD, PE Srinivas Katipamula PhD ASHRAE Transactions 122, 422, 2016 | 13 | 2016 |
| Methods and apparatus for a knowledge-based deep learning refactoring model with tightly integrated functional nonparametric memory G Singer, N Hakim, P Howard, D Korat, V LAL, A Ma, E Norden, Z Rivlin, ... US Patent 12,393,824, 2025 | 12 | 2025 |
| Identifying nonlinear variation patterns with deep autoencoders P Howard, DW Apley, G Runger IISE Transactions 50 (12), 1089-1103, 2018 | 12 | 2018 |
| Distinct variation pattern discovery using alternating nonlinear principal component analysis P Howard, DW Apley, G Runger IEEE transactions on neural networks and learning systems 29 (1), 156-166, 2016 | 11 | 2016 |
| Semi-structured chain-of-thought: Integrating multiple sources of knowledge for improved language model reasoning X Su, T Le, S Bethard, P Howard Proceedings of the 2024 Conference of the North American Chapter of the …, 2024 | 10 | 2024 |
| Neurocomparatives: Neuro-symbolic distillation of comparative knowledge P Howard, J Wang, V Lal, G Singer, Y Choi, S Swayamdipta Findings of the Association for Computational Linguistics: NAACL 2024, 4502-4520, 2024 | 10 | 2024 |
| 320x240 and 640x480 UFPAs for TWS and DVE Applications CJ Han, R Rawlings, M Sweeney, S Whicker, D Peysha, JE Clarke, ... Infrared Technology and Applications XXXI 5783, 559-565, 2005 | 10 | 2005 |
| Training-free mitigation of language reasoning degradation after multimodal instruction tuning N Ratzlaff, M Luo, X Su, V Lal, P Howard Proceedings of the AAAI Symposium Series 5 (1), 384-388, 2025 | 9 | 2025 |
