Soham De
Soham De
DeepMind
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
Training quantized nets: A deeper understanding
H Li, S De, Z Xu, C Studer, H Samet, T Goldstein
Advances in Neural Information Processing Systems, 5813-5823, 2017
972017
Automated inference with adaptive batches
S De, A Yadav, D Jacobs, T Goldstein
Artificial Intelligence and Statistics, 1504-1513, 2017
71*2017
Adversarial robustness through local linearization
C Qin, J Martens, S Gowal, D Krishnan, K Dvijotham, A Fawzi, S De, ...
Advances in Neural Information Processing Systems, 13847-13856, 2019
43*2019
Efficient distributed SGD with variance reduction
S De, T Goldstein
2016 IEEE International Conference on Data Mining (ICDM), 2016
40*2016
Convergence guarantees for rmsprop and adam in non-convex optimization and their comparison to nesterov acceleration on autoencoders
A Basu, S De, A Mukherjee, E Ullah
arXiv preprint arXiv:1807.06766, 2018
39*2018
Layer-specific adaptive learning rates for deep networks
B Singh, S De, Y Zhang, T Goldstein, G Taylor
2015 IEEE 14th International Conference on Machine Learning and Applications …, 2015
33*2015
Understanding norm change: An evolutionary game-theoretic approach
S De, DS Nau, MJ Gelfand
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent …, 2017
31*2017
An Empirical Study of ADMM for Nonconvex Problems
Z Xu, S De, M Figueiredo, C Studer, T Goldstein
NIPS 2016 Workshop on Nonconvex Optimization for Machine Learning: Theory …, 2016
22*2016
The Inevitability of Ethnocentrism Revisited: Ethnocentrism Diminishes As Mobility Increases
S De, MJ Gelfand, D Nau, P Roos
Scientific reports 5, 2015
212015
The loosening of American culture over 200 years is associated with a creativity–order trade-off
JC Jackson, M Gelfand, S De, A Fox
Nature human behaviour 3 (3), 244-250, 2019
202019
The Impact of Neural Network Overparameterization on Gradient Confusion and Stochastic Gradient Descent
KA Sankararaman, S De, Z Xu, WR Huang, T Goldstein
arXiv preprint arXiv:1904.06963, 2019
17*2019
iAnon: Leveraging social network big data to mitigate behavioral symptoms of cyberbullying
Z Ashktorab, S Kumar, S De, J Golbeck
iConference 2014 (Social Media Expo), 2014
10*2014
Efficient neural network verification with exactness characterization
KD Dvijotham, R Stanforth, S Gowal, C Qin, S De, P Kohli
Uncertainty in Artificial Intelligence, 497-507, 2020
82020
resMBS: Constructing a financial supply chain graph from financial prospecti
D Burdick, S De, L Raschid, M Shao, Z Xu, E Zotkina
SIGMOD DSMM. ACM, 2016
6*2016
Batch Normalization Biases Deep Residual Networks Towards Shallow Paths
S De, SL Smith
arXiv preprint arXiv:2002.10444, 2020
52020
Visibility of Nodes in Network Growth Models
S Pal, S De, T Chakraborty, R Gera
International Conference and School on Network Science, 35-45, 2017
22017
Plagiarism Detection in Polyphonic Music using Monaural Signal Separation
S De, I Roy, T Prabhakar, K Suneja, S Chaudhuri, R Singh, B Raj
In Thirteenth Annual Conference of the International Speech Communication …, 2012
22012
On the generalization benefit of noise in stochastic gradient descent
SL Smith, E Elsen, S De
arXiv preprint arXiv:2006.15081, 2020
2020
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