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MIT Researchers Introduce IF-COMP for Uncertainty Estimation, Machine Learning in Financial Forecasting
MP3•Episod hem
Manage episode 429135304 series 3550973
Innehåll tillhandahållet av Simply News from Qurrent. Allt poddinnehåll inklusive avsnitt, grafik och podcastbeskrivningar laddas upp och tillhandahålls direkt av Simply News from Qurrent eller deras podcastplattformspartner. Om du tror att någon använder ditt upphovsrättsskyddade verk utan din tillåtelse kan du följa processen som beskrivs här https://sv.player.fm/legal.
MIT researchers propose IF-COMP, a scalable solution for uncertainty estimation and improved calibration in deep learning under distribution shifts. Explore the transformative role of machine learning in financial forecasting. Plus, a study compares large kernel ConvNets to CNNs and ViTs for robustness. Also, Europe's AI Act: How does it work and what happens next?
Sources:
https://www.marktechpost.com/2024/07/16/mit-researchers-propose-if-comp-a-scalable-solution-for-uncertainty-estimation-and-improved-calibration-in-deep-learning-under-distribution-shifts/
https://www.ibtimes.co.in/transformative-role-machine-learning-financial-forecasting-870187
https://www.marktechpost.com/2024/07/15/exploring-robustness-large-kernel-convnets-in-comparison-to-convolutional-neural-network-cnns-and-vision-transformers-vits/
https://apnews.com/article/ai-act-european-union-chatbots-155157e2be2e42d0f1acca33983d8c82
Outline:
(00:00:00) Introduction
(00:00:41) The Transformative Role of Machine Learning in Financial Forecasting
(00:03:44) Exploring Robustness: Large Kernel ConvNets in Comparison to Convolutional Neural Network CNNs and Vision Transformers ViTs
(00:06:20) Europe's AI Act: How does it work and what happens next?
…
continue reading
Sources:
https://www.marktechpost.com/2024/07/16/mit-researchers-propose-if-comp-a-scalable-solution-for-uncertainty-estimation-and-improved-calibration-in-deep-learning-under-distribution-shifts/
https://www.ibtimes.co.in/transformative-role-machine-learning-financial-forecasting-870187
https://www.marktechpost.com/2024/07/15/exploring-robustness-large-kernel-convnets-in-comparison-to-convolutional-neural-network-cnns-and-vision-transformers-vits/
https://apnews.com/article/ai-act-european-union-chatbots-155157e2be2e42d0f1acca33983d8c82
Outline:
(00:00:00) Introduction
(00:00:41) The Transformative Role of Machine Learning in Financial Forecasting
(00:03:44) Exploring Robustness: Large Kernel ConvNets in Comparison to Convolutional Neural Network CNNs and Vision Transformers ViTs
(00:06:20) Europe's AI Act: How does it work and what happens next?
101 episoder
MP3•Episod hem
Manage episode 429135304 series 3550973
Innehåll tillhandahållet av Simply News from Qurrent. Allt poddinnehåll inklusive avsnitt, grafik och podcastbeskrivningar laddas upp och tillhandahålls direkt av Simply News from Qurrent eller deras podcastplattformspartner. Om du tror att någon använder ditt upphovsrättsskyddade verk utan din tillåtelse kan du följa processen som beskrivs här https://sv.player.fm/legal.
MIT researchers propose IF-COMP, a scalable solution for uncertainty estimation and improved calibration in deep learning under distribution shifts. Explore the transformative role of machine learning in financial forecasting. Plus, a study compares large kernel ConvNets to CNNs and ViTs for robustness. Also, Europe's AI Act: How does it work and what happens next?
Sources:
https://www.marktechpost.com/2024/07/16/mit-researchers-propose-if-comp-a-scalable-solution-for-uncertainty-estimation-and-improved-calibration-in-deep-learning-under-distribution-shifts/
https://www.ibtimes.co.in/transformative-role-machine-learning-financial-forecasting-870187
https://www.marktechpost.com/2024/07/15/exploring-robustness-large-kernel-convnets-in-comparison-to-convolutional-neural-network-cnns-and-vision-transformers-vits/
https://apnews.com/article/ai-act-european-union-chatbots-155157e2be2e42d0f1acca33983d8c82
Outline:
(00:00:00) Introduction
(00:00:41) The Transformative Role of Machine Learning in Financial Forecasting
(00:03:44) Exploring Robustness: Large Kernel ConvNets in Comparison to Convolutional Neural Network CNNs and Vision Transformers ViTs
(00:06:20) Europe's AI Act: How does it work and what happens next?
…
continue reading
Sources:
https://www.marktechpost.com/2024/07/16/mit-researchers-propose-if-comp-a-scalable-solution-for-uncertainty-estimation-and-improved-calibration-in-deep-learning-under-distribution-shifts/
https://www.ibtimes.co.in/transformative-role-machine-learning-financial-forecasting-870187
https://www.marktechpost.com/2024/07/15/exploring-robustness-large-kernel-convnets-in-comparison-to-convolutional-neural-network-cnns-and-vision-transformers-vits/
https://apnews.com/article/ai-act-european-union-chatbots-155157e2be2e42d0f1acca33983d8c82
Outline:
(00:00:00) Introduction
(00:00:41) The Transformative Role of Machine Learning in Financial Forecasting
(00:03:44) Exploring Robustness: Large Kernel ConvNets in Comparison to Convolutional Neural Network CNNs and Vision Transformers ViTs
(00:06:20) Europe's AI Act: How does it work and what happens next?
101 episoder
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