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Thanh V. Nguyen
Thanh V. Nguyen
Applied Scientist, AWS AI/ML
amazon.com의 이메일 확인됨 - 홈페이지
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Active learning of deep surrogates for PDEs: application to metasurface design
R Pestourie, Y Mroueh, TV Nguyen, P Das, SG Johnson
npj Computational Materials 6 (1), 164, 2020
582020
T2API: Synthesizing API code usage templates from english texts with statistical translation
T Nguyen, PC Rigby, AT Nguyen, M Karanfil, TN Nguyen
24th ACM SIGSOFT Symposium on Foundations of Software Engineering (FSE 2016 …, 2016
552016
Combining Word2Vec with revised vector space model for better code retrieval
TV Nguyen, AT Nguyen, HD Phan, TD Nguyen, TN Nguyen
Proceedings of the 39th International Conference on Software Engineering …, 2017
43*2017
On the Dynamics of Gradient Descent for Autoencoders
TV Nguyen, RKW Wong, C Hegde
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
292019
Statistical translation of English texts to API code templates
AT Nguyen, PC Rigby, T Van Nguyen, M Karanfil, TN Nguyen
2018 IEEE International Conference on Software Maintenance and Evolution …, 2018
292018
Implicit sparse regularization: The impact of depth and early stopping
J Li, T Nguyen, C Hegde, KW Wong
Advances in Neural Information Processing Systems 34, 28298-28309, 2021
262021
Complementing Global and Local Contexts in Representing API Descriptions to Improve API Retrieval Tasks
T Nguyen, N Tran, H Phan, T Nguyen, L Truong, AT Nguyen, HA Nguyen, ...
26th ACM SIGSOFT Symposium on the Foundations of Software Engineering (FSE18 …, 2018
232018
Benefits of jointly training autoencoders: An improved neural tangent kernel analysis
TV Nguyen, RKW Wong, C Hegde
IEEE Transactions on Information Theory 67 (7), 4669-4692, 2021
192021
Learning Robust Models for e-Commerce Product Search
TV Nguyen, N Rao, K Subbian
The 58th Annual Meeting of the Association for Computational Linguistics, 2020
162020
A Forward-Backward Approach for Visualizing Information Flow in Deep Networks
A Balu, TV Nguyen, A Kokate, C Hegde, S Sarkar
arXiv preprint arXiv:1711.06221, 2017
122017
Characterizing API elements in software documentation with vector representation
TV Nguyen, AT Nguyen, TN Nguyen
Proceedings of the 38th International Conference on Software Engineering …, 2016
102016
A Provable Approach for Double-Sparse Coding
TV Nguyen, RKW Wong, C Hegde
The 32nd AAAI Conference on Artificial Intelligence (AAAI 2018), 2017
82017
Provable compressed sensing with generative priors via Langevin dynamics
TV Nguyen, G Jagatap, C Hegde
IEEE Transactions on Information Theory 68 (11), 7410-7422, 2022
72022
BUZz: BUffer Zones for defending adversarial examples in image classification
K Mahmood, PH Nguyen, LM Nguyen, T Nguyen, M van Dijk
arXiv preprint arXiv:1910.02785, 2019
72019
Implicit Regularization for Group Sparsity
J Li, TV Nguyen, C Hegde, RKW Wong
arXiv preprint arXiv:2301.12540, 2023
52023
Provably Accurate Double-Sparse Coding
TV Nguyen, RKW Wong, C Hegde
Journal of Machine Learning Research 20 (141), 1-43, 2019
22019
Autoencoders Learn Generative Linear Models
TV Nguyen, RKW Wong, C Hegde
arXiv preprint arXiv:1806.00572, 2018
22018
Inferring API elements relevant to an english query
TV Nguyen, TN Nguyen
Proceedings of the 40th International Conference on Software Engineering …, 2018
22018
On Learning Sparsely Used Dictionaries from Incomplete Samples
TV Nguyen, A Soni, C Hegde
The 35th International Conference on Machine Learning (ICML 2018), 2018
22018
Phrase2Set: Phrase-to-Set Machine Translation and Its Software Engineering Applications
TV Nguyen, A Yadavally, TN Nguyen
2022 IEEE International Conference on Software Analysis, Evolution and …, 2022
2022
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