| Big-little net: An efficient multi-scale feature representation for visual and speech recognition CF Chen, Q Fan, N Mallinar, T Sercu, R Feris 7th International Conference on Learning Representations, 2019 | 102 | 2019 |
| Benign, tempered, or catastrophic: A taxonomy of overfitting N Mallinar, JB Simon, A Abedsoltan, P Pandit, M Belkin, P Nakkiran 36th Conference on Neural Information Processing Systems (NeurIPS 2022), 2022 | 47* | 2022 |
| Method, apparatus, and system for conflict detection and resolution for competing intent classifiers in modular conversation system D Amid, D Boaz, TK Ho, A Kantor, LA Lastras-Montano, NR Mallinar US Patent 10,553,202, 2020 | 28 | 2020 |
| Intent authoring using weak supervision and co-training for automated response systems TK Ho, RL Yates, B McGregor, RG Ugrani, NR Mallinar, A Shah, A Gupta US Patent 10,832,659, 2020 | 26 | 2020 |
| Deep canonically correlated LSTMs N Mallinar, C Rosset arXiv preprint arXiv:1801.05407, 2018 | 21 | 2018 |
| Bootstrapping Conversational Agents With Weak Supervision N Mallinar, A Shah, R Ugrani, A Gupta, M Gurusankar, TK Ho, QV Liao, ... The Thirty-First AAAI Conference on Innovative Applications of Artificial …, 2019 | 18 | 2019 |
| The Calibration Generalization Gap A Carrell, N Mallinar, J Lucas, P Nakkiran 2022 International Conference on Machine Learning (Workshop on Distribution …, 2022 | 15 | 2022 |
| Unsupervised adaptation of question answering systems via generative self-training S Rennie, E Marcheret, N Mallinar, D Nahamoo, V Goel Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020 | 14 | 2020 |
| Method, apparatus, and system for conflict detection and resolution for competing intent classifiers in modular conversation system D Amid, D Boaz, TK Ho, A Kantor, LA Lastras-Montano, NR Mallinar US Patent 10,510,336, 2019 | 14 | 2019 |
| Driving intent expansion via anomaly detection in a modular conversational system NR Mallinar, TK Ho US Patent 11,182,557, 2021 | 10 | 2021 |
| Iterative Data Programming for Expanding Text Classification Corpora N Mallinar, A Shah, TK Ho, R Ugrani, A Gupta The Thirty-Second Innovative Applications of Artificial Intelligence …, 2020 | 9 | 2020 |
| Intent classification from multiple sources when building a conversational system RG Ugrani, NR Mallinar US Patent 10,621,976, 2020 | 5 | 2020 |
| Probabilistic cross-identification of galaxies with realistic clustering N Mallinar, T Budavári, G Lemson Astronomy and computing 20, 83-86, 2017 | 3 | 2017 |
| Method, apparatus, and system for conflict detection and resolution for competing intent classifiers in modular conversation system D Amid, D Boaz, TK Ho, A Kantor, LA Lastras-Montano, NR Mallinar US Patent 11,455,981, 2022 | 1 | 2022 |
| Iterative intent building utilizing dynamic scheduling of batch utterance expansion methods NR Mallinar, RG Ugrani, A Gupta US Patent 11,380,306, 2022 | 1 | 2022 |
| Minimum-Norm Interpolation Under Covariate Shift N Mallinar, A Zane, S Frei, B Yu arXiv preprint arXiv:2404.00522, 2024 | | 2024 |
| Document Pre-Processing for Question-and-Answer Searching D Nahamoo, IR Jablokov, V Goel, E Marcheret, EE Kislal, SJ Rennie, ... US Patent App. 18/216,202, 2024 | | 2024 |
| Document pre-processing for question-and-answer searching D Nahamoo, IR Jablokov, V Goel, E Marcheret, EE Kislal, SJ Rennie, ... US Patent 11,734,268, 2023 | | 2023 |
| Intent authoring using weak supervision and co-training for automated response systems TK Ho, RL Yates, B McGregor, RG Ugrani, NR Mallinar, A Shah, A Gupta US Patent 11,568,856, 2023 | | 2023 |
| Document processing and response generation system D Nahamoo, IR Jablokov, V Goel, E Marcheret, EE Kislal, SJ Rennie, ... US Patent App. 17/358,829, 2021 | | 2021 |
Preetum NakkiranApple ML Research在 cs.harvard.edu 的电子邮件经过验证
