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Samira Shabanian
Samira Shabanian
Deep Learning Researcher at Microsoft
Verified email at umontreal.ca - Homepage
Title
Cited by
Cited by
Year
Theano: A Python framework for fast computation of mathematical expressions
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv e-prints, arXiv: 1605.02688, 2016
9042016
Theano: A Python framework for fast computation of mathematical expressions
TTD Team, R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, ...
arXiv preprint arXiv:1605.02688, 2016
2052016
Theano: A Python framework for fast computation of mathematical expressions. arXiv
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv preprint arXiv:1605.02688 10, 2016
492016
Variational bi-lstms
S Shabanian, D Arpit, A Trischler, Y Bengio
arXiv preprint arXiv:1711.05717, 2017
412017
On the learning dynamics of deep neural networks
R Tachet, M Pezeshki, S Shabanian, A Courville, Y Bengio
arXiv preprint arXiv:1809.06848, 2018
302018
Harm de Vries, David Warde-Farley, Dustin J
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
Webb, Matthew Willson, Kelvin Xu, Lijun Xue, Li Yao, Saizheng Zhang, and …, 2016
302016
Bidirectional helmholtz machines
J Bornschein, S Shabanian, A Fischer, Y Bengio
International Conference on Machine Learning, 2511-2519, 2016
292016
Benchmarking bias mitigation algorithms in representation learning through fairness metrics
C Reddy
252022
Theano: A Python framework for fast computation of mathematical expressions. arXiv e-prints, abs/1605.02688
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
URL http://arxiv. org/abs/1605.02688, 2016
232016
A minimax inequality and its applications to fixed point theorems in CAT (0) spaces
S Shabanian, SM Vaezpour
Fixed Point Theory and Applications 2011, 1-9, 2011
152011
Operators Defined on n-Modular Spaces
K Nourouzi, S Shabanian
Mediterranean journal of mathematics 6, 431-446, 2009
152009
Learning to limit data collection via scaling laws: A computational interpretation for the legal principle of data minimization
D Shanmugam, F Diaz, S Shabanian, M Finck, A Biega
Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022
142022
Theano: A Python framework for fast computation of mathematical expressions. arXiv e-prints, abs/1605.02688, May 2016
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
URL http://arxiv. org/abs/1605.02688. Project URL http://github. com/Theano …, 2016
112016
Deep learning on a healthy data diet: Finding important examples for fairness
A Zayed, P Parthasarathi, G Mordido, H Palangi, S Shabanian, S Chandar
Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14593 …, 2023
72023
On the learning dynamics of deep neural networks
RT Combes, M Pezeshki, S Shabanian, A Courville, Y Bengio
arXiv preprint arXiv:1809.06848, 2018
72018
The KKM theorem in modular spaces and applications to minimax inequalities
S Shabanian, SM Vaezpour
Bulletin of the Malaysian Mathematical Sciences Society 39, 921-931, 2016
62016
Systematic rectification of language models via dead-end analysis
M Cao, M Fatemi, JCK Cheung, S Shabanian
arXiv preprint arXiv:2302.14003, 2023
52023
Should we attend more or less? modulating attention for fairness
A Zayed, G Mordido, S Shabanian, S Chandar
arXiv preprint arXiv:2305.13088, 2023
42023
On solution and stability of a two-variable functional equations
YJ Cho, R Saadati, S Shabanian, SM Vaezpour
Discrete Dynamics in Nature and Society 2011, 2011
42011
Training opposing directed models using geometric mean matching
J Bornschein, S Shabanian, A Fischer, Y Bengio
CoRR, abs/1506.03877, 2015
32015
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