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19 Dec Explingo: Explaining AI Predictions using Large Language Models

Posted at 15:05h in Papers 2024, Publications, Research by Sara Pido 0 Comments
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Alexandra Zytek, Sara Pido, Sarah Alnegheimish, Laure Berti-Equille, Kalyan Veeramachaneni Explingo: Explaining AI Predictions using Large Language Models BigData-2024. In Proceedings of IEEE International Conference on Big Data, December 2024....

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10 Jun Large Language Models Can be Zero-Shot Anomaly Detectors for Time Series?

Posted at 19:02h in Papers, Papers 2024, Publications, Research by Sara Pido 0 Comments
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Sarah Alnegheimish, Linh Nguyen, Laure Berti-Equille, Kalyan Veeramachaneni Large Language Models Can be Zero-Shot Anomaly Detectors for Time Series? DSAA-2024. In Proceedings of IEEE International Conference on Data Science and Advanced Analytics (DSAA), October 2024....

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21 May Modeling Control Signals for Reconstruction-based Time Series Anomaly Detection

Posted at 16:45h in Publications, Research, Thesis, Thesis 2024 by Sara Pido 0 Comments
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Grace Y. Song Modeling Control Signals for Reconstruction-based Time Series Anomaly Detection M.Eng Thesis. Dept. of EECS, MIT. May 2024. ...

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13 May LLMs for XAI: Future Directions for Explaining Explanations

Posted at 13:16h in Papers, Papers 2024, Publications by Sara Pido 0 Comments
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Alexandra Zytek, Sara Pido, Kalyan Veeramachaneni LLMs for XAI: Future Directions for Explaining Explanations ACM CHI 2024, HCXAI. Workshop on Human-Centered Explainable AI, May 2024....

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07 Feb Why did the prediction change? Explaining changes in predictions as time progresses

Posted at 02:35h in Publications, Thesis, Thesis 2024 by Sara Pido 0 Comments
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Wei-En Warren Wang Why-did-the-prediction-change-Explaining-changes in-predictions-as-time-progresses M.Eng Thesis. Dept. of EECS, MIT. Feb 2024. ...

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05 Feb SigPro: Enabling Subject Matter Expert Guidance in Feature Engineering

Posted at 15:08h in Publications, Thesis, Thesis 2024 by Sara Pido 0 Comments
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Guanpeng Andy Xu SigPro-Enabling-Subject-Matter-Expert-Guidance-in-Feature-Engineering M.Eng Thesis. Dept. of EECS, MIT. Feb 2024....

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