Vasileios Iosifidis
@iosifidis_v
Senior Data scientist, DB Schenker AG
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Will Kolmogorov-Arnold Networks be the next big thing? KANs are gaining attention in academia, despite current scalability limits. Remember, MLPs took decades to shine 🌟. #DeepLearning #AI #Analytics #MachineLearning #Tech v-iosifidis.com/post/diving-in…
AdaCC: #costSensitiveBoosting for #imbalancedData that dynamically adjusts the misclassification costs over the boosting rounds in response to model’s performance instead of using a fixed misclassification cost matrix. @iosifidis_bill @sympap link.springer.com/article/10.100… #KAIS
Another of our recent articles on datasets for fairness-aware learning made it to the top 10 downloaded of WIREs Data Mining and Knowledge Discovery journal for 2022. Congrats @tailequy @Arjun7389 @ Wenbin Zhang @iosifidis_bill #fairAI #bias #data wires.onlinelibrary.wiley.com/doi/toc/10.100….
I am looking forward to talking (next Monday) about how to make AI more fair and less biased, sharing experiences from our recent works with @iosifidis_bill @Arjun7389 @FabbrizziSimone @sympap and related projects @NoBIAS_ITN @mammoth_ai @LernMint
Next week, discover how to make #AI fair and unbiased with Prof @entoutsi from @unibw_m and @FraunhoferHHI in this #AIforGood Discovery - a free and open webinar to all! 🌐 loom.ly/IdYrluo 🗓️ 28 November 2022 ⏰ 15:00 CET, 9:00 EST, 21:00 CST
New article @ KAIS with @iosifidis_bill @sympap @ B Rosenhahn on class-imbalanced learning using a dynamic cost-sensitive boosting approach. #classimbalance #boosting #costsensitivelearning
Our work "Multi-fairness under Class-imbalance" with @iosifidis_bill and @entoutsi has been accepted at the Discovery Science 2022. arxiv.org/abs/2104.13312 #responsibleAI #fairML #fairness
Our "Parity-based Cumulative Fairness-aware Boosting" with @iosifidis_bill @Arjun7389 has been accepted at KAIS. This is an extension of our AdaFair algorithm (CIKM 2019) to other parity-based fairness notions. (1/5)
Our article "A survey on datasets for fairness-aware machine learning has been published online" at doi.org/10.1002/widm.1… #LernMINT #fairness #datasets @entoutsi @iosifidis_bill
Our manuscript "A survey on datasets for fairness-aware machine learning" has been accepted for publication in WIREs Data Mining Knowledge Discovery #fairness #dataset @LernMint @entoutsi @iosifidis_bill Thank you all co-authors and reviewers! Preprint: arxiv.org/abs/2110.00530
Congrats @Tai @iosifidis_bill
Our manuscript "A survey on datasets for fairness-aware machine learning" has been accepted for publication in WIREs Data Mining Knowledge Discovery #fairness #dataset @LernMint @entoutsi @iosifidis_bill Thank you all co-authors and reviewers! Preprint: arxiv.org/abs/2110.00530
Our survey on bias in data-driven AI systems @WIREs_Reviews was the 2nd most downloaded in 2021 wires.onlinelibrary.wiley.com/doi/toc/10.100… @NoBIAS_ITN @ruggieris @iosifidis_bill @pavlos098 @Gjergji_ @KBroelemann @ka_kinder @ststaab @thanassis_t
The responsibility issue @l3s_luh binaire magazine featuring also our work on fairness @NoBIAS_ITN with @iosifidis_bill l3s.de/sites/default/…
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