Nitish Shirish Keskar
Nitish Shirish Keskar
Salesforce Research
Verified email at salesforce.com - Homepage
TitleCited byYear
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
6082016
Regularizing and optimizing LSTM language models
S Merity, NS Keskar, R Socher
arXiv preprint arXiv:1708.02182, 2017
3032017
Improving generalization performance by switching from adam to sgd
NS Keskar, R Socher
arXiv preprint arXiv:1712.07628, 2017
762017
The natural language decathlon: Multitask learning as question answering
B McCann, NS Keskar, C Xiong, R Socher
arXiv preprint arXiv:1806.08730, 2018
572018
An analysis of neural language modeling at multiple scales
S Merity, NS Keskar, R Socher
arXiv preprint arXiv:1803.08240, 2018
542018
Weighted transformer network for machine translation
K Ahmed, NS Keskar, R Socher
arXiv preprint arXiv:1711.02132, 2017
312017
Balancing communication and computation in distributed optimization
A Berahas, R Bollapragada, NS Keskar, E Wei
IEEE Transactions on Automatic Control, 2018
202018
adaqn: An adaptive quasi-newton algorithm for training rnns
NS Keskar, AS Berahas
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2016
202016
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
142016
Identifying generalization properties in neural networks
H Wang, NS Keskar, C Xiong, R Socher
arXiv preprint arXiv:1809.07402, 2018
132018
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
92015
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
72019
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
72018
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
62019
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
32019
Unifying Question Answering and Text Classification via Span Extraction
NS Keskar, B McCann, C Xiong, R Socher
arXiv preprint arXiv:1904.09286, 2019
32019
Using mode connectivity for loss landscape analysis
A Gotmare, NS Keskar, C Xiong, R Socher
arXiv preprint arXiv:1806.06977, 2018
32018
Neural text summarization: A critical evaluation
W Kryściński, NS Keskar, B McCann, C Xiong, R Socher
arXiv preprint arXiv:1908.08960, 2019
22019
Pretrained AI Models: Performativity, Mobility, and Change
LR Varshney, NS Keskar, R Socher
arXiv preprint arXiv:1909.03290, 2019
2019
Multitask Learning As Question Answering
NS Keskar, B McCann, C Xiong, R Socher
US Patent App. 15/974,075, 2019
2019
The system can't perform the operation now. Try again later.
Articles 1–20