default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBibTeX records: Ibrahim Alabdulmohsin
@inproceedings{DBLP:conf/iclr/Alabdulmohsin0S24,
author = {Ibrahim Alabdulmohsin and
Xiao Wang and
Andreas Peter Steiner and
Priya Goyal and
Alexander D'Amour and
Xiaohua Zhai},
title = {{CLIP} the Bias: How Useful is Balancing Data in Multimodal Learning?},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=FIGXAxr9E4},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Alabdulmohsin0S24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-01825,
author = {Ibrahim Alabdulmohsin and
Vinh Q. Tran and
Mostafa Dehghani},
title = {Fractal Patterns May Unravel the Intelligence in Next-Token Prediction},
journal = {CoRR},
volume = {abs/2402.01825},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01825},
doi = {10.48550/ARXIV.2402.01825},
eprinttype = {arXiv},
eprint = {2402.01825},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01825.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-04547,
author = {Ibrahim Alabdulmohsin and
Xiao Wang and
Andreas Steiner and
Priya Goyal and
Alexander D'Amour and
Xiaohua Zhai},
title = {{CLIP} the Bias: How Useful is Balancing Data in Multimodal Learning?},
journal = {CoRR},
volume = {abs/2403.04547},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.04547},
doi = {10.48550/ARXIV.2403.04547},
eprinttype = {arXiv},
eprint = {2403.04547},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-04547.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-19596,
author = {Bo Wan and
Michael Tschannen and
Yongqin Xian and
Filip Pavetic and
Ibrahim Alabdulmohsin and
Xiao Wang and
Andr{\'{e}} Susano Pinto and
Andreas Steiner and
Lucas Beyer and
Xiaohua Zhai},
title = {LocCa: Visual Pretraining with Location-aware Captioners},
journal = {CoRR},
volume = {abs/2403.19596},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.19596},
doi = {10.48550/ARXIV.2403.19596},
eprinttype = {arXiv},
eprint = {2403.19596},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-19596.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-13777,
author = {Ang{\'{e}}line Pouget and
Lucas Beyer and
Emanuele Bugliarello and
Xiao Wang and
Andreas Peter Steiner and
Xiaohua Zhai and
Ibrahim Alabdulmohsin},
title = {No Filter: Cultural and Socioeconomic Diversity in Contrastive Vision-Language
Models},
journal = {CoRR},
volume = {abs/2405.13777},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.13777},
doi = {10.48550/ARXIV.2405.13777},
eprinttype = {arXiv},
eprint = {2405.13777},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-13777.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-07726,
author = {Lucas Beyer and
Andreas Steiner and
Andr{\'{e}} Susano Pinto and
Alexander Kolesnikov and
Xiao Wang and
Daniel Salz and
Maxim Neumann and
Ibrahim Alabdulmohsin and
Michael Tschannen and
Emanuele Bugliarello and
Thomas Unterthiner and
Daniel Keysers and
Skanda Koppula and
Fangyu Liu and
Adam Grycner and
Alexey A. Gritsenko and
Neil Houlsby and
Manoj Kumar and
Keran Rong and
Julian Eisenschlos and
Rishabh Kabra and
Matthias Bauer and
Matko Bosnjak and
Xi Chen and
Matthias Minderer and
Paul Voigtlaender and
Ioana Bica and
Ivana Balazevic and
Joan Puigcerver and
Pinelopi Papalampidi and
Olivier J. H{\'{e}}naff and
Xi Xiong and
Radu Soricut and
Jeremiah Harmsen and
Xiaohua Zhai},
title = {PaliGemma: {A} versatile 3B {VLM} for transfer},
journal = {CoRR},
volume = {abs/2407.07726},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.07726},
doi = {10.48550/ARXIV.2407.07726},
eprinttype = {arXiv},
eprint = {2407.07726},
timestamp = {Sun, 18 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-07726.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AlabdulmohsinCD23,
author = {Ibrahim Alabdulmohsin and
Nicole Chiou and
Alexander D'Amour and
Arthur Gretton and
Sanmi Koyejo and
Matt J. Kusner and
Stephen R. Pfohl and
Olawale Salaudeen and
Jessica Schrouff and
Katherine Tsai},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Adapting to Latent Subgroup Shifts via Concepts and Proxies},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9637--9661},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/alabdulmohsin23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AlabdulmohsinCD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/BeyerI0CKZMTAP23,
author = {Lucas Beyer and
Pavel Izmailov and
Alexander Kolesnikov and
Mathilde Caron and
Simon Kornblith and
Xiaohua Zhai and
Matthias Minderer and
Michael Tschannen and
Ibrahim Alabdulmohsin and
Filip Pavetic},
title = {FlexiViT: One Model for All Patch Sizes},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {14496--14506},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01393},
doi = {10.1109/CVPR52729.2023.01393},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/BeyerI0CKZMTAP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001DMPHGSCGAJB23,
author = {Mostafa Dehghani and
Josip Djolonga and
Basil Mustafa and
Piotr Padlewski and
Jonathan Heek and
Justin Gilmer and
Andreas Peter Steiner and
Mathilde Caron and
Robert Geirhos and
Ibrahim Alabdulmohsin and
Rodolphe Jenatton and
Lucas Beyer and
Michael Tschannen and
Anurag Arnab and
Xiao Wang and
Carlos Riquelme Ruiz and
Matthias Minderer and
Joan Puigcerver and
Utku Evci and
Manoj Kumar and
Sjoerd van Steenkiste and
Gamaleldin Fathy Elsayed and
Aravindh Mahendran and
Fisher Yu and
Avital Oliver and
Fantine Huot and
Jasmijn Bastings and
Mark Collier and
Alexey A. Gritsenko and
Vighnesh Birodkar and
Cristina Nader Vasconcelos and
Yi Tay and
Thomas Mensink and
Alexander Kolesnikov and
Filip Pavetic and
Dustin Tran and
Thomas Kipf and
Mario Lucic and
Xiaohua Zhai and
Daniel Keysers and
Jeremiah J. Harmsen and
Neil Houlsby},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Scaling Vision Transformers to 22 Billion Parameters},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {7480--7512},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/dehghani23a.html},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0001DMPHGSCGAJB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0001MDHMCSPGAOP23,
author = {Mostafa Dehghani and
Basil Mustafa and
Josip Djolonga and
Jonathan Heek and
Matthias Minderer and
Mathilde Caron and
Andreas Steiner and
Joan Puigcerver and
Robert Geirhos and
Ibrahim M. Alabdulmohsin and
Avital Oliver and
Piotr Padlewski and
Alexey A. Gritsenko and
Mario Lucic and
Neil Houlsby},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Patch n' Pack: NaViT, a Vision Transformer for any Aspect Ratio and
Resolution},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/06ea400b9b7cfce6428ec27a371632eb-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0001MDHMCSPGAOP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AlabdulmohsinZ023,
author = {Ibrahim M. Alabdulmohsin and
Xiaohua Zhai and
Alexander Kolesnikov and
Lucas Beyer},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Getting ViT in Shape: Scaling Laws for Compute-Optimal Model Design},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/3504a4fa45685d668ce92797fbbf1895-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AlabdulmohsinZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-05442,
author = {Mostafa Dehghani and
Josip Djolonga and
Basil Mustafa and
Piotr Padlewski and
Jonathan Heek and
Justin Gilmer and
Andreas Steiner and
Mathilde Caron and
Robert Geirhos and
Ibrahim Alabdulmohsin and
Rodolphe Jenatton and
Lucas Beyer and
Michael Tschannen and
Anurag Arnab and
Xiao Wang and
Carlos Riquelme and
Matthias Minderer and
Joan Puigcerver and
Utku Evci and
Manoj Kumar and
Sjoerd van Steenkiste and
Gamaleldin F. Elsayed and
Aravindh Mahendran and
Fisher Yu and
Avital Oliver and
Fantine Huot and
Jasmijn Bastings and
Mark Patrick Collier and
Alexey A. Gritsenko and
Vighnesh Birodkar and
Cristina Nader Vasconcelos and
Yi Tay and
Thomas Mensink and
Alexander Kolesnikov and
Filip Pavetic and
Dustin Tran and
Thomas Kipf and
Mario Lucic and
Xiaohua Zhai and
Daniel Keysers and
Jeremiah Harmsen and
Neil Houlsby},
title = {Scaling Vision Transformers to 22 Billion Parameters},
journal = {CoRR},
volume = {abs/2302.05442},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.05442},
doi = {10.48550/ARXIV.2302.05442},
eprinttype = {arXiv},
eprint = {2302.05442},
timestamp = {Mon, 08 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-05442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-13035,
author = {Ibrahim Alabdulmohsin and
Xiaohua Zhai and
Alexander Kolesnikov and
Lucas Beyer},
title = {Getting ViT in Shape: Scaling Laws for Compute-Optimal Model Design},
journal = {CoRR},
volume = {abs/2305.13035},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.13035},
doi = {10.48550/ARXIV.2305.13035},
eprinttype = {arXiv},
eprint = {2305.13035},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-13035.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18565,
author = {Xi Chen and
Josip Djolonga and
Piotr Padlewski and
Basil Mustafa and
Soravit Changpinyo and
Jialin Wu and
Carlos Riquelme Ruiz and
Sebastian Goodman and
Xiao Wang and
Yi Tay and
Siamak Shakeri and
Mostafa Dehghani and
Daniel Salz and
Mario Lucic and
Michael Tschannen and
Arsha Nagrani and
Hexiang Hu and
Mandar Joshi and
Bo Pang and
Ceslee Montgomery and
Paulina Pietrzyk and
Marvin Ritter and
A. J. Piergiovanni and
Matthias Minderer and
Filip Pavetic and
Austin Waters and
Gang Li and
Ibrahim Alabdulmohsin and
Lucas Beyer and
Julien Amelot and
Kenton Lee and
Andreas Peter Steiner and
Yang Li and
Daniel Keysers and
Anurag Arnab and
Yuanzhong Xu and
Keran Rong and
Alexander Kolesnikov and
Mojtaba Seyedhosseini and
Anelia Angelova and
Xiaohua Zhai and
Neil Houlsby and
Radu Soricut},
title = {PaLI-X: On Scaling up a Multilingual Vision and Language Model},
journal = {CoRR},
volume = {abs/2305.18565},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18565},
doi = {10.48550/ARXIV.2305.18565},
eprinttype = {arXiv},
eprint = {2305.18565},
timestamp = {Thu, 19 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18565.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-06304,
author = {Mostafa Dehghani and
Basil Mustafa and
Josip Djolonga and
Jonathan Heek and
Matthias Minderer and
Mathilde Caron and
Andreas Steiner and
Joan Puigcerver and
Robert Geirhos and
Ibrahim Alabdulmohsin and
Avital Oliver and
Piotr Padlewski and
Alexey A. Gritsenko and
Mario Lucic and
Neil Houlsby},
title = {Patch n' Pack: NaViT, a Vision Transformer for any Aspect Ratio and
Resolution},
journal = {CoRR},
volume = {abs/2307.06304},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.06304},
doi = {10.48550/ARXIV.2307.06304},
eprinttype = {arXiv},
eprint = {2307.06304},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-06304.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-09199,
author = {Xi Chen and
Xiao Wang and
Lucas Beyer and
Alexander Kolesnikov and
Jialin Wu and
Paul Voigtlaender and
Basil Mustafa and
Sebastian Goodman and
Ibrahim Alabdulmohsin and
Piotr Padlewski and
Daniel Salz and
Xi Xiong and
Daniel Vlasic and
Filip Pavetic and
Keran Rong and
Tianli Yu and
Daniel Keysers and
Xiaohua Zhai and
Radu Soricut},
title = {PaLI-3 Vision Language Models: Smaller, Faster, Stronger},
journal = {CoRR},
volume = {abs/2310.09199},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.09199},
doi = {10.48550/ARXIV.2310.09199},
eprinttype = {arXiv},
eprint = {2310.09199},
timestamp = {Fri, 19 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-09199.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AlabdulmohsinNZ22,
author = {Ibrahim M. Alabdulmohsin and
Behnam Neyshabur and
Xiaohua Zhai},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Revisiting Neural Scaling Laws in Language and Vision},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/8c22e5e918198702765ecff4b20d0a90-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AlabdulmohsinNZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AlabdulmohsinSK22,
author = {Ibrahim M. Alabdulmohsin and
Jessica Schrouff and
Sanmi Koyejo},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {A Reduction to Binary Approach for Debiasing Multiclass Datasets},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/10eaa0aae94b34308e9b3fa7b677cbe1-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AlabdulmohsinSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SchrouffHKASOBR22,
author = {Jessica Schrouff and
Natalie Harris and
Sanmi Koyejo and
Ibrahim M. Alabdulmohsin and
Eva Schnider and
Krista Opsahl{-}Ong and
Alexander Brown and
Subhrajit Roy and
Diana Mincu and
Christina Chen and
Awa Dieng and
Yuan Liu and
Vivek Natarajan and
Alan Karthikesalingam and
Katherine A. Heller and
Silvia Chiappa and
Alexander D'Amour},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Diagnosing failures of fairness transfer across distribution shift
in real-world medical settings},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/7a969c30dc7e74d4e891c8ffb217cf79-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SchrouffHKASOBR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SoenAKMMN0X22,
author = {Alexander Soen and
Ibrahim M. Alabdulmohsin and
Sanmi Koyejo and
Yishay Mansour and
Nyalleng Moorosi and
Richard Nock and
Ke Sun and
Lexing Xie},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Fair Wrapping for Black-box Predictions},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/876b45367d9069f0e91e359c57155ab1-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SoenAKMMN0X22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-12947,
author = {Alexander Soen and
Ibrahim Alabdulmohsin and
Sanmi Koyejo and
Yishay Mansour and
Nyalleng Moorosi and
Richard Nock and
Ke Sun and
Lexing Xie},
title = {Fair Wrapping for Black-box Predictions},
journal = {CoRR},
volume = {abs/2201.12947},
year = {2022},
url = {https://arxiv.org/abs/2201.12947},
eprinttype = {arXiv},
eprint = {2201.12947},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-12947.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01034,
author = {Jessica Schrouff and
Natalie Harris and
Oluwasanmi Koyejo and
Ibrahim Alabdulmohsin and
Eva Schnider and
Krista Opsahl{-}Ong and
Alexander Brown and
Subhrajit Roy and
Diana Mincu and
Christina Chen and
Awa Dieng and
Yuan Liu and
Vivek Natarajan and
Alan Karthikesalingam and
Katherine A. Heller and
Silvia Chiappa and
Alexander D'Amour},
title = {Maintaining fairness across distribution shift: do we have viable
solutions for real-world applications?},
journal = {CoRR},
volume = {abs/2202.01034},
year = {2022},
url = {https://arxiv.org/abs/2202.01034},
eprinttype = {arXiv},
eprint = {2202.01034},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01034.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-15860,
author = {Ibrahim Alabdulmohsin and
Jessica Schrouff and
Oluwasanmi Koyejo},
title = {A Reduction to Binary Approach for Debiasing Multiclass Datasets},
journal = {CoRR},
volume = {abs/2205.15860},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.15860},
doi = {10.48550/ARXIV.2205.15860},
eprinttype = {arXiv},
eprint = {2205.15860},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-15860.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-06640,
author = {Ibrahim Alabdulmohsin and
Behnam Neyshabur and
Xiaohua Zhai},
title = {Revisiting Neural Scaling Laws in Language and Vision},
journal = {CoRR},
volume = {abs/2209.06640},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.06640},
doi = {10.48550/ARXIV.2209.06640},
eprinttype = {arXiv},
eprint = {2209.06640},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-06640.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-10193,
author = {Amr Khalifa and
Michael C. Mozer and
Hanie Sedghi and
Behnam Neyshabur and
Ibrahim Alabdulmohsin},
title = {Layer-Stack Temperature Scaling},
journal = {CoRR},
volume = {abs/2211.10193},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.10193},
doi = {10.48550/ARXIV.2211.10193},
eprinttype = {arXiv},
eprint = {2211.10193},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-10193.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-08013,
author = {Lucas Beyer and
Pavel Izmailov and
Alexander Kolesnikov and
Mathilde Caron and
Simon Kornblith and
Xiaohua Zhai and
Matthias Minderer and
Michael Tschannen and
Ibrahim Alabdulmohsin and
Filip Pavetic},
title = {FlexiViT: One Model for All Patch Sizes},
journal = {CoRR},
volume = {abs/2212.08013},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.08013},
doi = {10.48550/ARXIV.2212.08013},
eprinttype = {arXiv},
eprint = {2212.08013},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-08013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-11254,
author = {Ibrahim Alabdulmohsin and
Nicole Chiou and
Alexander D'Amour and
Arthur Gretton and
Sanmi Koyejo and
Matt J. Kusner and
Stephen R. Pfohl and
Olawale Salaudeen and
Jessica Schrouff and
Katherine Tsai},
title = {Adapting to Latent Subgroup Shifts via Concepts and Proxies},
journal = {CoRR},
volume = {abs/2212.11254},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.11254},
doi = {10.48550/ARXIV.2212.11254},
eprinttype = {arXiv},
eprint = {2212.11254},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-11254.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AlabdulmohsinL21,
author = {Ibrahim M. Alabdulmohsin and
Mario Lucic},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {A Near-Optimal Algorithm for Debiasing Trained Machine Learning Models},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {8072--8084},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/43c656628a4a479e108ed86f7a28a010-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/AlabdulmohsinL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07621,
author = {Ibrahim M. Alabdulmohsin},
title = {A Generalization of Classical Formulas in Numerical Integration and
Series Convergence Acceleration},
journal = {CoRR},
volume = {abs/2106.07621},
year = {2021},
url = {https://arxiv.org/abs/2106.07621},
eprinttype = {arXiv},
eprint = {2106.07621},
timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07621.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12887,
author = {Ibrahim M. Alabdulmohsin and
Mario Lucic},
title = {A Near-Optimal Algorithm for Debiasing Trained Machine Learning Models},
journal = {CoRR},
volume = {abs/2106.12887},
year = {2021},
url = {https://arxiv.org/abs/2106.12887},
eprinttype = {arXiv},
eprint = {2106.12887},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12887.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-06825,
author = {Ibrahim M. Alabdulmohsin and
Larisa Markeeva and
Daniel Keysers and
Ilya O. Tolstikhin},
title = {A Generalized Lottery Ticket Hypothesis},
journal = {CoRR},
volume = {abs/2107.06825},
year = {2021},
url = {https://arxiv.org/abs/2107.06825},
eprinttype = {arXiv},
eprint = {2107.06825},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-06825.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-00267,
author = {Ibrahim M. Alabdulmohsin and
Hartmut Maennel and
Daniel Keysers},
title = {The Impact of Reinitialization on Generalization in Convolutional
Neural Networks},
journal = {CoRR},
volume = {abs/2109.00267},
year = {2021},
url = {https://arxiv.org/abs/2109.00267},
eprinttype = {arXiv},
eprint = {2109.00267},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-00267.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/Alabdulmohsin20,
author = {Ibrahim M. Alabdulmohsin},
title = {Towards a Unified Theory of Learning and Information},
journal = {Entropy},
volume = {22},
number = {4},
pages = {438},
year = {2020},
url = {https://doi.org/10.3390/e22040438},
doi = {10.3390/E22040438},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entropy/Alabdulmohsin20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MaennelATBBGK20,
author = {Hartmut Maennel and
Ibrahim M. Alabdulmohsin and
Ilya O. Tolstikhin and
Robert J. N. Baldock and
Olivier Bousquet and
Sylvain Gelly and
Daniel Keysers},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {What Do Neural Networks Learn When Trained With Random Labels?},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/e4191d610537305de1d294adb121b513-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MaennelATBBGK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-14621,
author = {Ibrahim M. Alabdulmohsin},
title = {Fair Classification via Unconstrained Optimization},
journal = {CoRR},
volume = {abs/2005.14621},
year = {2020},
url = {https://arxiv.org/abs/2005.14621},
eprinttype = {arXiv},
eprint = {2005.14621},
timestamp = {Wed, 03 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-14621.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10455,
author = {Hartmut Maennel and
Ibrahim M. Alabdulmohsin and
Ilya O. Tolstikhin and
Robert J. N. Baldock and
Olivier Bousquet and
Sylvain Gelly and
Daniel Keysers},
title = {What Do Neural Networks Learn When Trained With Random Labels?},
journal = {CoRR},
volume = {abs/2006.10455},
year = {2020},
url = {https://arxiv.org/abs/2006.10455},
eprinttype = {arXiv},
eprint = {2006.10455},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10455.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Alabdulmohsin18,
author = {Ibrahim M. Alabdulmohsin},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Information Theoretic Guarantees for Empirical Risk Minimization with
Applications to Model Selection and Large-Scale Optimization},
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 = {149--158},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/alabdulmohsin18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/Alabdulmohsin18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Alabdulmohsin18,
author = {Ibrahim M. Alabdulmohsin},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Axiomatic Characterization of AdaBoost and the Multiplicative Weight
Update Procedure},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11051},
pages = {591--604},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10925-7\_36},
doi = {10.1007/978-3-030-10925-7\_36},
timestamp = {Fri, 27 Mar 2020 08:53:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Alabdulmohsin18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Alabdulmohsin17,
author = {Ibrahim Alabdulmohsin},
title = {Learning via Query Synthesis},
school = {King Abdullah University of Science and Technology, Thuwal, Saudi
Arabia},
year = {2017},
url = {http://hdl.handle.net/10754/623482},
timestamp = {Sat, 05 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/basesearch/Alabdulmohsin17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Alabdulmohsin17,
author = {Ibrahim M. Alabdulmohsin},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {An Information-Theoretic Route from Generalization in Expectation
to Generalization in Probability},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {92--100},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/alabdulmohsin17a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Alabdulmohsin17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AlabdulmohsinCG16,
author = {Ibrahim M. Alabdulmohsin and
Moustapha Ciss{\'{e}} and
Xin Gao and
Xiangliang Zhang},
title = {Large margin classification with indefinite similarities},
journal = {Mach. Learn.},
volume = {103},
number = {2},
pages = {215--237},
year = {2016},
url = {https://doi.org/10.1007/s10994-015-5542-8},
doi = {10.1007/S10994-015-5542-8},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/AlabdulmohsinCG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/AlabdulmohsinHS16,
author = {Ibrahim M. Alabdulmohsin and
Yufei Han and
Yun Shen and
Xiangliang Zhang},
editor = {Snehasis Mukhopadhyay and
ChengXiang Zhai and
Elisa Bertino and
Fabio Crestani and
Javed Mostafa and
Jie Tang and
Luo Si and
Xiaofang Zhou and
Yi Chang and
Yunyao Li and
Parikshit Sondhi},
title = {Content-Agnostic Malware Detection in Heterogeneous Malicious Distribution
Graph},
booktitle = {Proceedings of the 25th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
24-28, 2016},
pages = {2395--2400},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2983323.2983700},
doi = {10.1145/2983323.2983700},
timestamp = {Thu, 13 Aug 2020 18:13:41 +0200},
biburl = {https://dblp.org/rec/conf/cikm/AlabdulmohsinHS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AlabdulmohsinCZ16,
author = {Ibrahim M. Alabdulmohsin and
Moustapha Ciss{\'{e}} and
Xiangliang Zhang},
editor = {Paolo Frasconi and
Niels Landwehr and
Giuseppe Manco and
Jilles Vreeken},
title = {Is Attribute-Based Zero-Shot Learning an Ill-Posed Strategy?},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9851},
pages = {749--760},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46128-1\_47},
doi = {10.1007/978-3-319-46128-1\_47},
timestamp = {Thu, 05 Dec 2019 17:07:16 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AlabdulmohsinCZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Alabdulmohsin16,
author = {Ibrahim M. Alabdulmohsin},
title = {Uniform Generalization, Concentration, and Adaptive Learning},
journal = {CoRR},
volume = {abs/1608.06072},
year = {2016},
url = {http://arxiv.org/abs/1608.06072},
eprinttype = {arXiv},
eprint = {1608.06072},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Alabdulmohsin16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AlabdulmohsinGZ15,
author = {Ibrahim M. Alabdulmohsin and
Xin Gao and
Xiangliang Zhang},
editor = {Blai Bonet and
Sven Koenig},
title = {Efficient Active Learning of Halfspaces via Query Synthesis},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {2483--2489},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9563},
doi = {10.1609/AAAI.V29I1.9563},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AlabdulmohsinGZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Alabdulmohsin15,
author = {Ibrahim M. Alabdulmohsin},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Algorithmic Stability and Uniform Generalization},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {19--27},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/6512bd43d9caa6e02c990b0a82652dca-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Alabdulmohsin15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/AlabdulmohsinGZ14,
author = {Ibrahim M. Alabdulmohsin and
Xin Gao and
Xiangliang Zhang},
editor = {Dinh Q. Phung and
Hang Li},
title = {Support vector machines with indefinite kernels},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/alabdulmohsin14.html},
timestamp = {Mon, 07 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/AlabdulmohsinGZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/AlabdulmohsinGZ14,
author = {Ibrahim M. Alabdulmohsin and
Xin Gao and
Xiangliang Zhang},
editor = {Jianzhong Li and
Xiaoyang Sean Wang and
Minos N. Garofalakis and
Ian Soboroff and
Torsten Suel and
Min Wang},
title = {Adding Robustness to Support Vector Machines Against Adversarial Reverse
Engineering},
booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference
on Information and Knowledge Management, {CIKM} 2014, Shanghai, China,
November 3-7, 2014},
pages = {231--240},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2661829.2662047},
doi = {10.1145/2661829.2662047},
timestamp = {Mon, 07 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/AlabdulmohsinGZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwcmc/Alabdulmohsin14,
author = {Ibrahim M. Alabdulmohsin},
editor = {Mario Gerla and
Khaled Ben Letaief and
George C. Hadjichristofi and
Christian Callegari},
title = {Interference in wireless ad hoc networks with smart antennas},
booktitle = {International Wireless Communications and Mobile Computing Conference,
{IWCMC} 2014, Nicosia, Cyprus, August 4-8, 2014},
pages = {666--671},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IWCMC.2014.6906435},
doi = {10.1109/IWCMC.2014.6906435},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/iwcmc/Alabdulmohsin14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcnc/AlabdulmohsinHAS14,
author = {Ibrahim M. Alabdulmohsin and
Amal Hyadi and
Laila H. Afify and
Basem Shihada},
title = {End-to-end delay analysis in wireless sensor networks with service
vacation},
booktitle = {{IEEE} Wireless Communications and Networking Conference, {WCNC} 2014,
Istanbul, Turkey, April 6-9, 2014},
pages = {2799--2804},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/WCNC.2014.6952872},
doi = {10.1109/WCNC.2014.6952872},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wcnc/AlabdulmohsinHAS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Alabdulmohsin14,
author = {Ibrahim M. Alabdulmohsin},
title = {A Mathematical Theory of Learning},
journal = {CoRR},
volume = {abs/1405.1513},
year = {2014},
url = {http://arxiv.org/abs/1405.1513},
eprinttype = {arXiv},
eprint = {1405.1513},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Alabdulmohsin14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-09-21 02:38 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
