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Neil Mallinar
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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
1012019
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
45*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
282020
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
262020
Deep canonically correlated LSTMs
N Mallinar, C Rosset
arXiv preprint arXiv:1801.05407, 2018
212018
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
182019
The Calibration Generalization Gap
A Carrell, N Mallinar, J Lucas, P Nakkiran
2022 International Conference on Machine Learning (Workshop on Distribution …, 2022
142022
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
142020
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
142019
Driving intent expansion via anomaly detection in a modular conversational system
NR Mallinar, TK Ho
US Patent 11,182,557, 2021
102021
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
92020
Intent classification from multiple sources when building a conversational system
RG Ugrani, NR Mallinar
US Patent 10,621,976, 2020
52020
Probabilistic cross-identification of galaxies with realistic clustering
N Mallinar, T Budavári, G Lemson
Astronomy and computing 20, 83-86, 2017
32017
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
12022
Iterative intent building utilizing dynamic scheduling of batch utterance expansion methods
NR Mallinar, RG Ugrani, A Gupta
US Patent 11,380,306, 2022
12022
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
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