Nitish Shirish Keskar
Nitish Shirish Keskar
Salesforce Research
Verified email at salesforce.com - Homepage
Title
Cited by
Cited by
Year
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
16982016
Regularizing and optimizing LSTM language models
S Merity, NS Keskar, R Socher
arXiv preprint arXiv:1708.02182, 2017
8762017
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
3592019
The natural language decathlon: Multitask learning as question answering
B McCann, NS Keskar, C Xiong, R Socher
arXiv preprint arXiv:1806.08730, 2018
3282018
Improving generalization performance by switching from adam to sgd
NS Keskar, R Socher
arXiv preprint arXiv:1712.07628, 2017
3122017
An analysis of neural language modeling at multiple scales
S Merity, NS Keskar, R Socher
arXiv preprint arXiv:1803.08240, 2018
1582018
Neural text summarization: A critical evaluation
W Kryściński, NS Keskar, B McCann, C Xiong, R Socher
arXiv preprint arXiv:1908.08960, 2019
1362019
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
932018
Weighted transformer network for machine translation
K Ahmed, NS Keskar, R Socher
arXiv preprint arXiv:1711.02132, 2017
922017
Progen: Language modeling for protein generation
A Madani, B McCann, N Naik, NS Keskar, N Anand, RR Eguchi, ...
arXiv preprint arXiv:2004.03497, 2020
582020
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
572018
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
432019
Gedi: Generative discriminator guided sequence generation
B Krause, AD Gotmare, B McCann, NS Keskar, S Joty, R Socher, ...
arXiv preprint arXiv:2009.06367, 2020
372020
adaqn: An adaptive quasi-newton algorithm for training rnns
NS Keskar, AS Berahas
Joint European conference on machine learning and knowledge discovery in …, 2016
362016
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
272019
Identifying generalization properties in neural networks
H Wang, NS Keskar, C Xiong, R Socher
arXiv preprint arXiv:1809.07402, 2018
272018
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
262016
Deep learning-enabled breast cancer hormonal receptor status determination from base-level H&E stains
N Naik, A Madani, A Esteva, NS Keskar, MF Press, D Ruderman, DB Agus, ...
Nature communications 11 (1), 1-8, 2020
222020
Sequence-to-sequence prediction using a neural network model
NS Keskar, K Ahmed, R Socher
US Patent App. 15/884,125, 2019
212019
Multitask Learning As Question Answering
NS Keskar, B McCann, C Xiong, R Socher
US Patent App. 15/974,075, 2019
182019
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