Efficient and Robust Algorithms for Extreme Multilabel Classification.

Mohammad Reza Mohammadnia-Qaraei Mohammadreza Qaraei Mohammadreza Qaraei Efficient and Robust Algorithms for Extreme Multilabel Classification. 2024 Aalto University, Espoo, Finland https://aaltodoc.aalto.fi/handle/123456789/131680 https://www.base-search.net/Record/b642ec21e4e9f04e3f8dda9b87b32c7d02f39398443159e81574531777ff713f base-search.net (ftaaltouniv:oai:aaltodoc.aalto.fi:123456789/131680)

Mohammadreza Qaraei Rohit Babbar Meta-classifier free negative sampling for extreme multilabel classification. 675-697 2024 February 113 Mach. Learn. 2 https://doi.org/10.1007/s10994-023-06468-w db/journals/ml/ml113.html#QaraeiB24

Ahmad Navid Ghanizadeh Kamaledin Ghiasi-Shirazi Reza Monsefi Mohammadreza Qaraei Neural Generalization of Multiple Kernel Learning. 12 2024 February 56 Neural Process. Lett. 1 https://doi.org/10.1007/s11063-024-11516-0 https://www.wikidata.org/entity/Q128525948 db/journals/npl/npl56.html#GhanizadehGMQ24

Kamaledin Ghiasi-Shirazi Mohammadreza Qaraei An Exact Finite-dimensional Explicit Feature Map for Kernel Functions. 2024 abs/2410.12635 CoRR https://doi.org/10.48550/arXiv.2410.12635 db/journals/corr/corr2410.html#abs-2410-12635 streams/journals/corr

Mohammadreza Qaraei Rohit Babbar Adversarial examples for extreme multilabel text classification. 4539-4563 2022 111 Mach. Learn. 12 https://doi.org/10.1007/s10994-022-06263-z db/journals/ml/ml111.html#QaraeiB22

Iiro Rastas Yann Ciarán Ryan Iiro Tiihonen Mohammadreza Qaraei Liina Repo Rohit Babbar Eetu Mäkelä Mikko Tolonen Filip Ginter Explainable Publication Year Prediction of Eighteenth Century Texts with the BERT Model. 68-77 2022 LChange@ACL https://doi.org/10.18653/v1/2022.lchange-1.7 https://aclanthology.org/2022.lchange-1.7 conf/acl-lchange/2022 db/conf/acl-lchange/acl-lchange2022.html#RastasRTQRBMTG22

Mohammad Reza Mohammadnia-Qaraei Saeid Abbaasi Kamaledin Ghiasi-Shirazi Randomized non-linear PCA networks. 241-253 2021 545 Inf. Sci. https://doi.org/10.1016/j.ins.2020.08.005 db/journals/isci/isci545.html#Mohammadnia-Qaraei21

Mohammadreza Qaraei Erik Schultheis Priyanshu Gupta Rohit Babbar Convex Surrogates for Unbiased Loss Functions in Extreme Classification With Missing Labels. 3711-3720 2021 WWW https://doi.org/10.1145/3442381.3450139 conf/www/2021 db/conf/www/www2021.html#QaraeiSGB21

Ahmad Navid Ghanizadeh Kamaledin Ghiasi-Shirazi Reza Monsefi Mohammadreza Qaraei Neural Generalization of Multiple Kernel Learning. 2021 abs/2102.13337 CoRR https://arxiv.org/abs/2102.13337 db/journals/corr/corr2102.html#abs-2102-13337

Mohammadreza Qaraei Rohit Babbar Adversarial Examples for Extreme Multilabel Text Classification. 2021 abs/2112.07512 CoRR https://arxiv.org/abs/2112.07512 db/journals/corr/corr2112.html#abs-2112-07512

Mohammadreza Qaraei Sujay Khandagale Rohit Babbar Why state-of-the-art deep learning barely works as good as a linear classifier in extreme multi-label text classification. 223-228 2020 ESANN https://www.esann.org/sites/default/files/proceedings/2020/ES2020-207.pdf conf/esann/2020 db/conf/esann/esann2020.html#QaraeiKB20

Erik Schultheis Mohammadreza Qaraei Priyanshu Gupta Rohit Babbar Unbiased Loss Functions for Extreme Classification With Missing Labels. 2020 abs/2007.00237 CoRR https://arxiv.org/abs/2007.00237 db/journals/corr/corr2007.html#abs-2007-00237

Mohammad Reza Mohammadnia-Qaraei Reza Monsefi Kamaledin Ghiasi-Shirazi Convolutional kernel networks based on a convex combination of cosine kernels. 127-134 2018 116 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2018.09.016 db/journals/prl/prl116.html#Mohammadnia-Qaraei18

Saeid Abbaasi Rohit Babbar Ahmad Navid Ghanizadeh Kamaledin Ghiasi-Shirazi Filip Ginter Priyanshu Gupta Sujay Khandagale Eetu Mäkelä Reza Monsefi Iiro Rastas Liina Repo Yann Ciarán Ryan Erik Schultheis Iiro Tiihonen Mikko Tolonen