BibTeX records: Samira Shabanian

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@inproceedings{DBLP:conf/aaai/ZayedMSBC24,
  author       = {Abdelrahman Zayed and
                  Gon{\c{c}}alo Mordido and
                  Samira Shabanian and
                  Ioana Baldini and
                  Sarath Chandar},
  title        = {Fairness-Aware Structured Pruning in Transformers},
  booktitle    = {{AAAI}},
  pages        = {22484--22492},
  publisher    = {{AAAI} Press},
  year         = {2024}
}

@inproceedings{DBLP:conf/aaai/ZayedPMPSC23,
  author       = {Abdelrahman Zayed and
                  Prasanna Parthasarathi and
                  Gon{\c{c}}alo Mordido and
                  Hamid Palangi and
                  Samira Shabanian and
                  Sarath Chandar},
  title        = {Deep Learning on a Healthy Data Diet: Finding Important Examples for
                  Fairness},
  booktitle    = {{AAAI}},
  pages        = {14593--14601},
  publisher    = {{AAAI} Press},
  year         = {2023}
}

@inproceedings{DBLP:conf/iclr/CaoFCS23,
  author       = {Meng Cao and
                  Mehdi Fatemi and
                  Jackie C. K. Cheung and
                  Samira Shabanian},
  title        = {Systematic Rectification of Language Models via Dead-end Analysis},
  booktitle    = {{ICLR}},
  publisher    = {OpenReview.net},
  year         = {2023}
}

@article{DBLP:journals/corr/abs-2302-14003,
  author       = {Meng Cao and
                  Mehdi Fatemi and
                  Jackie Chi Kit Cheung and
                  Samira Shabanian},
  title        = {Systematic Rectification of Language Models via Dead-end Analysis},
  journal      = {CoRR},
  volume       = {abs/2302.14003},
  year         = {2023}
}

@article{DBLP:journals/corr/abs-2305-13088,
  author       = {Abdelrahman Zayed and
                  Gon{\c{c}}alo Mordido and
                  Samira Shabanian and
                  Sarath Chandar},
  title        = {Should We Attend More or Less? Modulating Attention for Fairness},
  journal      = {CoRR},
  volume       = {abs/2305.13088},
  year         = {2023}
}

@article{DBLP:journals/corr/abs-2311-04921,
  author       = {Meng Cao and
                  Mehdi Fatemi and
                  Jackie Chi Kit Cheung and
                  Samira Shabanian},
  title        = {Successor Features for Efficient Multisubject Controlled Text Generation},
  journal      = {CoRR},
  volume       = {abs/2311.04921},
  year         = {2023}
}

@article{DBLP:journals/corr/abs-2312-15398,
  author       = {Abdelrahman Zayed and
                  Gon{\c{c}}alo Mordido and
                  Samira Shabanian and
                  Ioana Baldini and
                  Sarath Chandar},
  title        = {Fairness-Aware Structured Pruning in Transformers},
  journal      = {CoRR},
  volume       = {abs/2312.15398},
  year         = {2023}
}

@inproceedings{DBLP:conf/fat/ShanmugamDSFB22,
  author       = {Divya Shanmugam and
                  Fernando Diaz and
                  Samira Shabanian and
                  Mich{\`{e}}le Finck and
                  Asia Biega},
  title        = {Learning to Limit Data Collection via Scaling Laws: {A} Computational
                  Interpretation for the Legal Principle of Data Minimization},
  booktitle    = {FAccT},
  pages        = {839--849},
  publisher    = {{ACM}},
  year         = {2022}
}

@article{DBLP:journals/corr/abs-2211-11109,
  author       = {Abdelrahman Zayed and
                  Prasanna Parthasarathi and
                  Gon{\c{c}}alo Mordido and
                  Hamid Palangi and
                  Samira Shabanian and
                  Sarath Chandar},
  title        = {Deep Learning on a Healthy Data Diet: Finding Important Examples for
                  Fairness},
  journal      = {CoRR},
  volume       = {abs/2211.11109},
  year         = {2022}
}

@inproceedings{DBLP:conf/nips/ReddySMRSH21,
  author       = {Charan Reddy and
                  Deepak Sharma and
                  Soroush Mehri and
                  Adriana Romero{-}Soriano and
                  Samira Shabanian and
                  Sina Honari},
  title        = {Benchmarking Bias Mitigation Algorithms in Representation Learning
                  through Fairness Metrics},
  booktitle    = {NeurIPS Datasets and Benchmarks},
  year         = {2021}
}

@article{DBLP:journals/corr/abs-2107-08096,
  author       = {Divya Shanmugam and
                  Samira Shabanian and
                  Fernando Diaz and
                  Mich{\`{e}}le Finck and
                  Asia Biega},
  title        = {Learning to Limit Data Collection via Scaling Laws: Data Minimization
                  Compliance in Practice},
  journal      = {CoRR},
  volume       = {abs/2107.08096},
  year         = {2021}
}

@article{DBLP:journals/corr/abs-1809-06848,
  author       = {Remi Tachet des Combes and
                  Mohammad Pezeshki and
                  Samira Shabanian and
                  Aaron C. Courville and
                  Yoshua Bengio},
  title        = {On the Learning Dynamics of Deep Neural Networks},
  journal      = {CoRR},
  volume       = {abs/1809.06848},
  year         = {2018}
}

@article{DBLP:journals/corr/abs-1711-05717,
  author       = {Samira Shabanian and
                  Devansh Arpit and
                  Adam Trischler and
                  Yoshua Bengio},
  title        = {Variational Bi-LSTMs},
  journal      = {CoRR},
  volume       = {abs/1711.05717},
  year         = {2017}
}

@inproceedings{DBLP:conf/icml/BornscheinSFB16,
  author       = {J{\"{o}}rg Bornschein and
                  Samira Shabanian and
                  Asja Fischer and
                  Yoshua Bengio},
  title        = {Bidirectional Helmholtz Machines},
  booktitle    = {{ICML}},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {48},
  pages        = {2511--2519},
  publisher    = {JMLR.org},
  year         = {2016}
}

@article{DBLP:journals/corr/Al-RfouAAa16,
  author       = {Rami Al{-}Rfou and
                  Guillaume Alain and
                  Amjad Almahairi and
                  Christof Angerm{\"{u}}ller and
                  Dzmitry Bahdanau and
                  Nicolas Ballas and
                  Fr{\'{e}}d{\'{e}}ric Bastien and
                  Justin Bayer and
                  Anatoly Belikov and
                  Alexander Belopolsky and
                  Yoshua Bengio and
                  Arnaud Bergeron and
                  James Bergstra and
                  Valentin Bisson and
                  Josh Bleecher Snyder and
                  Nicolas Bouchard and
                  Nicolas Boulanger{-}Lewandowski and
                  Xavier Bouthillier and
                  Alexandre de Br{\'{e}}bisson and
                  Olivier Breuleux and
                  Pierre Luc Carrier and
                  Kyunghyun Cho and
                  Jan Chorowski and
                  Paul F. Christiano and
                  Tim Cooijmans and
                  Marc{-}Alexandre C{\^{o}}t{\'{e}} and
                  Myriam C{\^{o}}t{\'{e}} and
                  Aaron C. Courville and
                  Yann N. Dauphin and
                  Olivier Delalleau and
                  Julien Demouth and
                  Guillaume Desjardins and
                  Sander Dieleman and
                  Laurent Dinh and
                  Melanie Ducoffe and
                  Vincent Dumoulin and
                  Samira Ebrahimi Kahou and
                  Dumitru Erhan and
                  Ziye Fan and
                  Orhan Firat and
                  Mathieu Germain and
                  Xavier Glorot and
                  Ian J. Goodfellow and
                  Matthew Graham and
                  {\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
                  Philippe Hamel and
                  Iban Harlouchet and
                  Jean{-}Philippe Heng and
                  Bal{\'{a}}zs Hidasi and
                  Sina Honari and
                  Arjun Jain and
                  S{\'{e}}bastien Jean and
                  Kai Jia and
                  Mikhail Korobov and
                  Vivek Kulkarni and
                  Alex Lamb and
                  Pascal Lamblin and
                  Eric Larsen and
                  C{\'{e}}sar Laurent and
                  Sean Lee and
                  Simon Lefran{\c{c}}ois and
                  Simon Lemieux and
                  Nicholas L{\'{e}}onard and
                  Zhouhan Lin and
                  Jesse A. Livezey and
                  Cory Lorenz and
                  Jeremiah Lowin and
                  Qianli Ma and
                  Pierre{-}Antoine Manzagol and
                  Olivier Mastropietro and
                  Robert McGibbon and
                  Roland Memisevic and
                  Bart van Merri{\"{e}}nboer and
                  Vincent Michalski and
                  Mehdi Mirza and
                  Alberto Orlandi and
                  Christopher Joseph Pal and
                  Razvan Pascanu and
                  Mohammad Pezeshki and
                  Colin Raffel and
                  Daniel Renshaw and
                  Matthew Rocklin and
                  Adriana Romero and
                  Markus Roth and
                  Peter Sadowski and
                  John Salvatier and
                  Fran{\c{c}}ois Savard and
                  Jan Schl{\"{u}}ter and
                  John Schulman and
                  Gabriel Schwartz and
                  Iulian Vlad Serban and
                  Dmitriy Serdyuk and
                  Samira Shabanian and
                  {\'{E}}tienne Simon and
                  Sigurd Spieckermann and
                  S. Ramana Subramanyam and
                  Jakub Sygnowski and
                  J{\'{e}}r{\'{e}}mie Tanguay and
                  Gijs van Tulder and
                  Joseph P. Turian and
                  Sebastian Urban and
                  Pascal Vincent and
                  Francesco Visin and
                  Harm de Vries and
                  David Warde{-}Farley and
                  Dustin J. Webb and
                  Matthew Willson and
                  Kelvin Xu and
                  Lijun Xue and
                  Li Yao and
                  Saizheng Zhang and
                  Ying Zhang},
  title        = {Theano: {A} Python framework for fast computation of mathematical
                  expressions},
  journal      = {CoRR},
  volume       = {abs/1605.02688},
  year         = {2016}
}

@article{DBLP:journals/corr/BornscheinSFB15,
  author       = {J{\"{o}}rg Bornschein and
                  Samira Shabanian and
                  Asja Fischer and
                  Yoshua Bengio},
  title        = {Training opposing directed models using geometric mean matching},
  journal      = {CoRR},
  volume       = {abs/1506.03877},
  year         = {2015}
}