Nitish Shirish Keskar
Nitish Shirish Keskar
Salesforce Research
Verifierad e-postadress på salesforce.com - Startsida
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On large-batch training for deep learning: Generalization gap and sharp minima
NS Keskar, D Mudigere, J Nocedal, M Smelyanskiy, PTP Tang
arXiv preprint arXiv:1609.04836, 2016
10632016
Regularizing and optimizing LSTM language models
S Merity, NS Keskar, R Socher
arXiv preprint arXiv:1708.02182, 2017
5562017
The natural language decathlon: Multitask learning as question answering
B McCann, NS Keskar, C Xiong, R Socher
arXiv preprint arXiv:1806.08730, 2018
1722018
Improving generalization performance by switching from adam to sgd
NS Keskar, R Socher
arXiv preprint arXiv:1712.07628, 2017
1632017
An analysis of neural language modeling at multiple scales
S Merity, NS Keskar, R Socher
arXiv preprint arXiv:1803.08240, 2018
1042018
Ctrl: A conditional transformer language model for controllable generation
NS Keskar, B McCann, LR Varshney, C Xiong, R Socher
arXiv preprint arXiv:1909.05858, 2019
972019
Weighted transformer network for machine translation
K Ahmed, NS Keskar, R Socher
arXiv preprint arXiv:1711.02132, 2017
602017
Neural text summarization: A critical evaluation
W Kryściński, NS Keskar, B McCann, C Xiong, R Socher
arXiv preprint arXiv:1908.08960, 2019
392019
A closer look at deep learning heuristics: Learning rate restarts, warmup and distillation
A Gotmare, NS Keskar, C Xiong, R Socher
arXiv preprint arXiv:1810.13243, 2018
342018
Balancing communication and computation in distributed optimization
AS Berahas, R Bollapragada, NS Keskar, E Wei
IEEE Transactions on Automatic Control 64 (8), 3141-3155, 2018
322018
Coarse-grain fine-grain coattention network for multi-evidence question answering
V Zhong, C Xiong, NS Keskar, R Socher
arXiv preprint arXiv:1901.00603, 2019
262019
adaqn: An adaptive quasi-newton algorithm for training rnns
NS Keskar, AS Berahas
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2016
252016
A second-order method for convex 1-regularized optimization with active-set prediction
N Keskar, J Nocedal, F Öztoprak, A Waechter
Optimization Methods and Software 31 (3), 605-621, 2016
222016
Identifying generalization properties in neural networks
H Wang, NS Keskar, C Xiong, R Socher
arXiv preprint arXiv:1809.07402, 2018
182018
A limited-memory quasi-Newton algorithm for bound-constrained non-smooth optimization
N Keskar, A Wächter
Optimization Methods and Software 34 (1), 150-171, 2019
112019
A nonmonotone learning rate strategy for SGD training of deep neural networks
NS Keskar, G Saon
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
102015
Xlda: Cross-lingual data augmentation for natural language inference and question answering
J Singh, B McCann, NS Keskar, C Xiong, R Socher
arXiv preprint arXiv:1905.11471, 2019
82019
Sequence-to-sequence prediction using a neural network model
NS Keskar, K Ahmed, R Socher
US Patent App. 15/884,125, 2019
82019
Using mode connectivity for loss landscape analysis
A Gotmare, NS Keskar, C Xiong, R Socher
arXiv preprint arXiv:1806.06977, 2018
72018
Multitask Learning As Question Answering
B McCann, NS Keskar, C Xiong, R Socher
US Patent App. 15/974,118, 2019
62019
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