https://insideainews.com/tag/arxiv/ Illuminating AI's Frontiers: Your Go-To News Destination. Wed, 05 Jul 2023 21:58:48 +0000 en-US hourly 1 https://wordpress.org/?v=6.6.1 https://insideainews.com/wp-content/uploads/2024/06/iain-favicon.png https://insideainews.com/tag/arxiv/ 32 32 136462205 https://insideainews.com/2023/07/05/research-highlights-scaling-mlps-a-tale-of-inductive-bias/ https://insideainews.com/2023/07/05/research-highlights-scaling-mlps-a-tale-of-inductive-bias/#respond Wed, 05 Jul 2023 21:58:45 +0000 https://insidebigdata.com/?p=32788 Multi-layer Perceptrons (MLPs) are the most fundamental type of neural network, so they play an important role in many machine learning systems and are the most theoretically studied type of neural network. A new paper from researchers at ETH Zurich pushes the limits of pure MLPs, and shows that scaling them up allows much better performance than expected from MLPs in the past. These findings may have important implications for the study of inductive biases, the theory of deep learning, and neural scaling laws. ]]> https://insideainews.com/2023/07/05/research-highlights-scaling-mlps-a-tale-of-inductive-bias/feed/ 0 32788 https://insideainews.com/2022/04/09/research-highlights-deep-neural-networks-and-tabular-data-a-survey/ https://insideainews.com/2022/04/09/research-highlights-deep-neural-networks-and-tabular-data-a-survey/#respond Sat, 09 Apr 2022 13:00:00 +0000 https://insidebigdata.com/?p=28903 In this regular column, we take a look at highlights for important research topics of the day for big data, data science, machine learning, AI and deep learning. It’s important to keep connected with the research arm of the field in order to see where we’re headed. In this edition, we feature a new paper showing that for tabular data, algorithms based on gradient-boosted tree ensembles still outperform the deep learning models. Enjoy!]]> https://insideainews.com/2022/04/09/research-highlights-deep-neural-networks-and-tabular-data-a-survey/feed/ 0 28903 https://insideainews.com/2021/12/17/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-november-2021/ https://insideainews.com/2021/12/17/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-november-2021/#respond Fri, 17 Dec 2021 14:00:00 +0000 https://insidebigdata.com/?p=27948 In this recurring monthly feature, we will filter all the recent research papers appearing in the arXiv.org preprint server for subjects relating to AI, machine learning and deep learning – from disciplines including statistics, mathematics and computer science – and provide you with a useful “best of” list for the month.]]> https://insideainews.com/2021/12/17/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-november-2021/feed/ 0 27948 https://insideainews.com/2021/10/15/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-september-2021/ https://insideainews.com/2021/10/15/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-september-2021/#respond Fri, 15 Oct 2021 13:00:00 +0000 https://insidebigdata.com/?p=27358 In this recurring monthly feature, we will filter all the recent research papers appearing in the arXiv.org preprint server for subjects relating to AI, machine learning and deep learning – from disciplines including statistics, mathematics and computer science – and provide you with a useful “best of” list for the month.]]> https://insideainews.com/2021/10/15/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-september-2021/feed/ 0 27358 https://insideainews.com/2021/09/14/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-august-2021/ https://insideainews.com/2021/09/14/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-august-2021/#respond Tue, 14 Sep 2021 13:00:00 +0000 https://insidebigdata.com/?p=27099 In this recurring monthly feature, we will filter all the recent research papers appearing in the arXiv.org preprint server for subjects relating to AI, machine learning and deep learning – from disciplines including statistics, mathematics and computer science – and provide you with a useful “best of” list for the month.]]> https://insideainews.com/2021/09/14/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-august-2021/feed/ 0 27099 https://insideainews.com/2021/08/16/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-july-2021/ https://insideainews.com/2021/08/16/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-july-2021/#respond Mon, 16 Aug 2021 13:00:00 +0000 https://insidebigdata.com/?p=26882 In this recurring monthly feature, we will filter all the recent research papers appearing in the arXiv.org preprint server for subjects relating to AI, machine learning and deep learning – from disciplines including statistics, mathematics and computer science – and provide you with a useful “best of” list for the month.]]> https://insideainews.com/2021/08/16/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-july-2021/feed/ 0 26882 https://insideainews.com/2021/07/19/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-june-2021/ https://insideainews.com/2021/07/19/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-june-2021/#respond Mon, 19 Jul 2021 13:00:00 +0000 https://insidebigdata.com/?p=26685 In this recurring monthly feature, we will filter all the recent research papers appearing in the arXiv.org preprint server for subjects relating to AI, machine learning and deep learning – from disciplines including statistics, mathematics and computer science – and provide you with a useful “best of” list for the month.]]> https://insideainews.com/2021/07/19/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-june-2021/feed/ 0 26685 https://insideainews.com/2021/06/09/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-may-2021/ https://insideainews.com/2021/06/09/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-may-2021/#respond Wed, 09 Jun 2021 13:00:00 +0000 https://insidebigdata.com/?p=26425 In this recurring monthly feature, we will filter all the recent research papers appearing in the arXiv.org preprint server for subjects relating to AI, machine learning and deep learning – from disciplines including statistics, mathematics and computer science – and provide you with a useful “best of” list for the month.]]> https://insideainews.com/2021/06/09/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-may-2021/feed/ 0 26425 https://insideainews.com/2021/05/17/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-april-2021/ https://insideainews.com/2021/05/17/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-april-2021/#respond Mon, 17 May 2021 13:00:00 +0000 https://insidebigdata.com/?p=26235 In this recurring monthly feature, we will filter all the recent research papers appearing in the arXiv.org preprint server for subjects relating to AI, machine learning and deep learning – from disciplines including statistics, mathematics and computer science – and provide you with a useful “best of” list for the month.]]> https://insideainews.com/2021/05/17/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-april-2021/feed/ 0 26235 https://insideainews.com/2021/03/17/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-february-2021/ https://insideainews.com/2021/03/17/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-february-2021/#respond Wed, 17 Mar 2021 13:00:00 +0000 https://insidebigdata.com/?p=25789 In this recurring monthly feature, we will filter all the recent research papers appearing in the arXiv.org preprint server for subjects relating to AI, machine learning and deep learning – from disciplines including statistics, mathematics and computer science – and provide you with a useful “best of” list for the month.]]> https://insideainews.com/2021/03/17/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-february-2021/feed/ 0 25789