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ORCIDBibTeX records: Amirali Aghazadeh
@article{DBLP:journals/tmlr/AghazadehRTR23,
author = {Amirali Aghazadeh and
Nived Rajaraman and
Tony Tu and
Kannan Ramchandran},
title = {Spectral Regularization Allows Data-frugal Learning over Combinatorial
Spaces},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=mySiFHCeAl},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/AghazadehRTR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/ErginbasKAR23,
author = {Yigit Efe Erginbas and
Justin Singh Kang and
Amirali Aghazadeh and
Kannan Ramchandran},
title = {Efficiently Computing Sparse Fourier Transforms of q-ary Functions},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2023,
Taipei, Taiwan, June 25-30, 2023},
pages = {513--518},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ISIT54713.2023.10206686},
doi = {10.1109/ISIT54713.2023.10206686},
timestamp = {Mon, 28 Aug 2023 17:20:14 +0200},
biburl = {https://dblp.org/rec/conf/isit/ErginbasKAR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-06200,
author = {Yigit Efe Erginbas and
Justin Singh Kang and
Amirali Aghazadeh and
Kannan Ramchandran},
title = {Efficiently Computing Sparse Fourier Transforms of q-ary Functions},
journal = {CoRR},
volume = {abs/2301.06200},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.06200},
doi = {10.48550/ARXIV.2301.06200},
eprinttype = {arXiv},
eprint = {2301.06200},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-06200.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-10343,
author = {Tony Tu and
Gautham Krishna and
Amirali Aghazadeh},
title = {ProtiGeno: a prokaryotic short gene finder using protein language
models},
journal = {CoRR},
volume = {abs/2307.10343},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.10343},
doi = {10.48550/ARXIV.2307.10343},
eprinttype = {arXiv},
eprint = {2307.10343},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-10343.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-02604,
author = {Amirali Aghazadeh and
Nived Rajaraman and
Tony Tu and
Kannan Ramchandran},
title = {Spectral Regularization Allows Data-frugal Learning over Combinatorial
Spaces},
journal = {CoRR},
volume = {abs/2210.02604},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.02604},
doi = {10.48550/ARXIV.2210.02604},
eprinttype = {arXiv},
eprint = {2210.02604},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-02604.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msml/AghazadehGDKR21,
author = {Amirali Aghazadeh and
Vipul Gupta and
Alex DeWeese and
Onur Ozan Koyluoglu and
Kannan Ramchandran},
editor = {Joan Bruna and
Jan S. Hesthaven and
Lenka Zdeborov{\'{a}}},
title = {{BEAR:} Sketching {BFGS} Algorithm for Ultra-High Dimensional Feature
Selection in Sublinear Memory},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual
Conference / Lausanne, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {145},
pages = {75--92},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v145/aghazadeh22a.html},
timestamp = {Fri, 20 May 2022 12:50:15 +0200},
biburl = {https://dblp.org/rec/conf/msml/AghazadehGDKR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10324,
author = {Farzan Farnia and
Amirali Aghazadeh and
James Zou and
David Tse},
title = {Group-Structured Adversarial Training},
journal = {CoRR},
volume = {abs/2106.10324},
year = {2021},
url = {https://arxiv.org/abs/2106.10324},
eprinttype = {arXiv},
eprint = {2106.10324},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-10324.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/AghazadehOR20,
author = {Amirali Aghazadeh and
Orhan Ocal and
Kannan Ramchandran},
title = {{CRISPRL} and: Interpretable large-scale inference of {DNA} repair
landscape based on a spectral approach},
journal = {Bioinform.},
volume = {36},
number = {Supplement-1},
pages = {i560--i568},
year = {2020},
url = {https://doi.org/10.1093/bioinformatics/btaa505},
doi = {10.1093/BIOINFORMATICS/BTAA505},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/AghazadehOR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-13829,
author = {Amirali Aghazadeh and
Vipul Gupta and
Alex DeWeese and
Onur Ozan Koyluoglu and
Kannan Ramchandran},
title = {{BEAR:} Sketching {BFGS} Algorithm for Ultra-High Dimensional Feature
Selection in Sublinear Memory},
journal = {CoRR},
volume = {abs/2010.13829},
year = {2020},
url = {https://arxiv.org/abs/2010.13829},
eprinttype = {arXiv},
eprint = {2010.13829},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-13829.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/AghazadehGLB18,
author = {Amirali Aghazadeh and
Mohammad Golbabaee and
Andrew S. Lan and
Richard G. Baraniuk},
title = {Insense: Incoherent sensor selection for sparse signals},
journal = {Signal Process.},
volume = {150},
pages = {57--65},
year = {2018},
url = {https://doi.org/10.1016/j.sigpro.2018.04.001},
doi = {10.1016/J.SIGPRO.2018.04.001},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/AghazadehGLB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/AghazadehGLB18,
author = {Amirali Aghazadeh and
Mohammad Golbabaee and
Andrew S. Lan and
Richard G. Baraniuk},
title = {Insense: Incoherent Sensor Selection for Sparse Signals},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {4689--4693},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8461701},
doi = {10.1109/ICASSP.2018.8461701},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/AghazadehGLB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AghazadehSLDSB18,
author = {Amirali Aghazadeh and
Ryan Spring and
Daniel LeJeune and
Gautam Dasarathy and
Anshumali Shrivastava and
Richard G. Baraniuk},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {{MISSION:} Ultra Large-Scale Feature Selection using Count-Sketches},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {80--88},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/aghazadeh18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/AghazadehSLDSB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-04310,
author = {Amirali Aghazadeh and
Ryan Spring and
Daniel LeJeune and
Gautam Dasarathy and
Anshumali Shrivastava and
Richard G. Baraniuk},
title = {{MISSION:} Ultra Large-Scale Feature Selection using Count-Sketches},
journal = {CoRR},
volume = {abs/1806.04310},
year = {2018},
url = {http://arxiv.org/abs/1806.04310},
eprinttype = {arXiv},
eprint = {1806.04310},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-04310.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/AghazadehLSB17,
author = {Amirali Aghazadeh and
Andrew S. Lan and
Anshumali Shrivastava and
Richard G. Baraniuk},
editor = {Carles Sierra},
title = {RHash: Robust Hashing via L{\_}infinity-norm Distortion},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {1386--1394},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/192},
doi = {10.24963/IJCAI.2017/192},
timestamp = {Tue, 20 Aug 2019 16:16:54 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/AghazadehLSB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AghazadehGLB17,
author = {Amirali Aghazadeh and
Mohammad Golbabaee and
Andrew S. Lan and
Richard G. Baraniuk},
title = {Insense: Incoherent Sensor Selection for Sparse Signals},
journal = {CoRR},
volume = {abs/1702.07670},
year = {2017},
url = {http://arxiv.org/abs/1702.07670},
eprinttype = {arXiv},
eprint = {1702.07670},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AghazadehGLB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AghazadehLSB16,
author = {Amirali Aghazadeh and
Andrew S. Lan and
Anshumali Shrivastava and
Richard G. Baraniuk},
title = {Near-Isometric Binary Hashing for Large-scale Datasets},
journal = {CoRR},
volume = {abs/1603.03836},
year = {2016},
url = {http://arxiv.org/abs/1603.03836},
eprinttype = {arXiv},
eprint = {1603.03836},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AghazadehLSB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/AghazadehACGPVB13,
author = {Amirali Aghazadeh and
Ali Ayremlou and
Daniel D. Calderon and
Tom Goldstein and
Raajen Patel and
Divyanshu Vats and
Richard G. Baraniuk},
title = {Adaptive step size selection for optimization via the ski rental problem},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {5383--5387},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6638691},
doi = {10.1109/ICASSP.2013.6638691},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/AghazadehACGPVB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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