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 | 923 | 2016 |

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 | 215 | 2016 |

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 | 49 | 2016 |

Variational bi-lstms S Shabanian, D Arpit, A Trischler, Y Bengio arXiv preprint arXiv:1711.05717, 2017 | 42 | 2017 |

On the learning dynamics of deep neural networks R Tachet, M Pezeshki, S Shabanian, A Courville, Y Bengio arXiv preprint arXiv:1809.06848, 2018 | 33 | 2018 |

Benchmarking bias mitigation algorithms in representation learning through fairness metrics C Reddy | 31 | 2022 |

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 | 30 | 2016 |

Bidirectional helmholtz machines J Bornschein, S Shabanian, A Fischer, Y Bengio International Conference on Machine Learning, 2511-2519, 2016 | 29 | 2016 |

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 | 24 | 2016 |

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 | 17 | 2022 |

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 | 15 | 2011 |

Operators Defined on *n*-Modular SpacesK Nourouzi, S Shabanian Mediterranean journal of mathematics 6, 431-446, 2009 | 15 | 2009 |

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 | 13 | 2023 |

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 | 11 | 2016 |

Should we attend more or less? modulating attention for fairness A Zayed, G Mordido, S Shabanian, S Chandar arXiv preprint arXiv:2305.13088, 2023 | 9 | 2023 |

Systematic rectification of language models via dead-end analysis M Cao, M Fatemi, JCK Cheung, S Shabanian arXiv preprint arXiv:2302.14003, 2023 | 9 | 2023 |

On the learning dynamics of deep neural networks RT Combes, M Pezeshki, S Shabanian, A Courville, Y Bengio arXiv preprint arXiv:1809.06848, 2018 | 7 | 2018 |

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 | 6 | 2016 |

Fairness-aware structured pruning in transformers A Zayed, G Mordido, S Shabanian, I Baldini, S Chandar Proceedings of the AAAI Conference on Artificial Intelligence 38 (20), 22484 …, 2024 | 4 | 2024 |

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 (1), 527574, 2011 | 4 | 2011 |