Example Project Page

@article{DBLP:journals/csur/KarimiBSV23,

title = {A Survey of Algorithmic Recourse: Contrastive Explanations and Consequential 

 Recommendations},

author = {Amir-Hossein Karimi and Gilles Barthe and Bernhard Schölkopf and Isabel Valera},

url = {https://doi.org/10.1145/3527848},

doi = {10.1145/3527848},

year  = {2023},

date = {2023-01-01},

journal = {ACM Comput. Surv.},

volume = {55},

number = {5},

pages = {95:1–95:29},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2302-03465,

title = {Robustness Implies Fairness in Causal Algorithmic Recourse},

author = {Ahmad-Reza Ehyaei and Amir-Hossein Karimi and Bernhard Schölkopf and Setareh Maghsudi},

url = {https://doi.org/10.48550/arXiv.2302.03465},

doi = {10.48550/arXiv.2302.03465},

year  = {2023},

date = {2023-01-01},

journal = {CoRR},

volume = {abs/2302.03465},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2303-00408,

title = {A Persian Benchmark for Joint Intent Detection and Slot Filling},

author = {Masoud Akbari and Amir-Hossein Karimi and Tayyebeh Saeedi and Zeinab Saeidi and Kiana Ghezelbash and Fatemeh Shamsezat and Mohammad Akbari and Ali Mohades},

url = {https://doi.org/10.48550/arXiv.2303.00408},

doi = {10.48550/arXiv.2303.00408},

year  = {2023},

date = {2023-01-01},

journal = {CoRR},

volume = {abs/2303.00408},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/bib/KarimiKASS22,

title = {Prospects and challenges of cancer systems medicine: from genes to 

 disease networks},

author = {Mohammad Reza Karimi and Amir-Hossein Karimi and Shamsozoha Abolmaali and Mehdi Sadeghi and Ulf Schmitz},

url = {https://doi.org/10.1093/bib/bbab343},

doi = {10.1093/bib/bbab343},

year  = {2022},

date = {2022-01-01},

journal = {Briefings Bioinform.},

volume = {23},

number = {1},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/cmpb/KarimiMMGVM22,

title = {Feasibility of 18-MV grid therapy from radiation protection aspects: 

 unwanted dose and fatal cancer risk caused by photoneutrons and scattered 

 photons},

author = {Amir-Hossein Karimi and Seyed Farshad Mirian and Farshid Mahmoudi and Ghazale Geraily and Héctor René Vega-Carrillo and Majid Mohiuddin},

url = {https://doi.org/10.1016/j.cmpb.2021.106524},

doi = {10.1016/j.cmpb.2021.106524},

year  = {2022},

date = {2022-01-01},

journal = {Comput. Methods Programs Biomed.},

volume = {213},

pages = {106524},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2212-06925,

title = {On the Relationship Between Explanation and Prediction: A Causal 

 View},

author = {Amir-Hossein Karimi and Krikamol Muandet and Simon Kornblith and Bernhard Schölkopf and Been Kim},

url = {https://doi.org/10.48550/arXiv.2212.06925},

doi = {10.48550/arXiv.2212.06925},

year  = {2022},

date = {2022-01-01},

journal = {CoRR},

volume = {abs/2212.06925},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/csysl/KarimiRG21,

title = {Statistical Learning in Wasserstein Space},

author = {Amir-Hossein Karimi and Luigia Ripani and Tryphon T. Georgiou},

url = {https://doi.org/10.1109/LCSYS.2020.3006965},

doi = {10.1109/LCSYS.2020.3006965},

year  = {2021},

date = {2021-01-01},

journal = {IEEE Control. Syst. Lett.},

volume = {5},

number = {3},

pages = {899--904},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2106-15031,

title = {Regression analysis of distributional data through Multi-Marginal 

 Optimal transport},

author = {Amir-Hossein Karimi and Tryphon T. Georgiou},

url = {https://arxiv.org/abs/2106.15031},

year  = {2021},

date = {2021-01-01},

journal = {CoRR},

volume = {abs/2106.15031},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2112-11313,

title = {On the Adversarial Robustness of Causal Algorithmic Recourse},

author = {Ricardo Dominguez-Olmedo and Amir-Hossein Karimi and Bernhard Schölkopf},

url = {https://arxiv.org/abs/2112.11313},

year  = {2021},

date = {2021-01-01},

journal = {CoRR},

volume = {abs/2112.11313},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2104-04005,

title = {The Challenge of Small Data: Dynamic Mode Decomposition, Redux},

author = {Amir-Hossein Karimi and Tryphon T. Georgiou},

url = {https://arxiv.org/abs/2104.04005},

year  = {2021},

date = {2021-01-01},

journal = {CoRR},

volume = {abs/2104.04005},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2010-04050,

title = {A survey of algorithmic recourse: definitions, formulations, solutions,  and prospects},

author = {Amir-Hossein Karimi and Gilles Barthe and Bernhard Schölkopf and Isabel Valera},

url = {https://arxiv.org/abs/2010.04050},

year  = {2020},

date = {2020-01-01},

urldate = {2020-01-01},

journal = {CoRR},

volume = {abs/2010.04050},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2011-00759,

title = {Data-Driven Approximation of the Perron-Frobenius Operator Using the 

 Wasserstein Metric},

author = {Amir-Hossein Karimi and Tryphon T. Georgiou},

url = {https://arxiv.org/abs/2011.00759},

year  = {2020},

date = {2020-01-01},

journal = {CoRR},

volume = {abs/2011.00759},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-1811-03166,

title = {SRP: Efficient class-aware embedding learning for large-scale data 

 via supervised random projections},

author = {Amir-Hossein Karimi and Alexander Wong and Ali Ghodsi},

url = {http://arxiv.org/abs/1811.03166},

year  = {2018},

date = {2018-01-01},

journal = {CoRR},

volume = {abs/1811.03166},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-1812-07641,

title = {Deep Variational Sufficient Dimensionality Reduction},

author = {Ershad Banijamali and Amir-Hossein Karimi and Ali Ghodsi},

url = {http://arxiv.org/abs/1812.07641},

year  = {2018},

date = {2018-01-01},

journal = {CoRR},

volume = {abs/1812.07641},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/KarimiSGW17,

title = {Synthesizing Deep Neural Network Architectures using Biological Synaptic 

 Strength Distributions},

author = {Amir-Hossein Karimi and M. J. Shafiee and Ali Ghodsi and Alexander Wong},

url = {http://arxiv.org/abs/1707.00081},

year  = {2017},

date = {2017-01-01},

journal = {CoRR},

volume = {abs/1707.00081},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-1711-09163,

title = {JADE: Joint Autoencoders for Dis-Entanglement},

author = {Ershad Banijamali and Amir-Hossein Karimi and Alexander Wong and Ali Ghodsi},

url = {http://arxiv.org/abs/1711.09163},

year  = {2017},

date = {2017-01-01},

journal = {CoRR},

volume = {abs/1711.09163},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/ar/NovinKYM16,

title = {Optimal motion planning for parallel robots via convex optimization 

 and receding horizon},

author = {Roya Sabbagh Novin and Amir-Hossein Karimi and Mojtaba Yazdani and Mehdi Tale Masouleh},

url = {https://doi.org/10.1080/01691864.2016.1199326},

doi = {10.1080/01691864.2016.1199326},

year  = {2016},

date = {2016-01-01},

journal = {Adv. Robotics},

volume = {30},

number = {17-18},

pages = {1145--1163},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/MillerFDKBW16,

title = {Key-Value Memory Networks for Directly Reading Documents},

author = {Alexander H. Miller and Adam Fisch and Jesse Dodge and Amir-Hossein Karimi and Antoine Bordes and Jason Weston},

url = {http://arxiv.org/abs/1606.03126},

year  = {2016},

date = {2016-01-01},

journal = {CoRR},

volume = {abs/1606.03126},

keywords = {},

pubstate = {published},

tppubtype = {article}

}