21 May Modeling Control Signals for Reconstruction-based Time Series Anomaly Detection
Grace Y. Song Modeling Control Signals for Reconstruction-based Time Series Anomaly Detection M.Eng Thesis. Dept. of EECS, MIT. May 2024. ...
13 May LLMs for XAI: Future Directions for Explaining Explanations
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....
07 Feb Why did the prediction change? Explaining changes in predictions as time progresses
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. ...
05 Feb SigPro: Enabling Subject Matter Expert Guidance in Feature Engineering
Guanpeng Andy Xu SigPro-Enabling-Subject-Matter-Expert-Guidance-in-Feature-Engineering M.Eng Thesis. Dept. of EECS, MIT. Feb 2024....
31 Jan Single Word Change is All You Need: Designing Attacks and Defenses for Text Classifiers
Lei Xu, Sarah Alnegheimish, Laure Berti-Equille, Alfredo Cuesta-Infante, Kalyan Veeramachaneni Single Word Change is All You Need: Designing Attacks and Defenses for Text Classifiers Expert Systems. July 2025....
21 Jan Pyreal: A Framework for Interpretable ML Explanations
Alexandra Zytek, Wei-En Wang, Dongyu Liu, Laure Berti-Equille, Kalyan Veeramachaneni Pyreal: A Framework for Interpretable ML Explanations Preprint. December 2023....
21 Jan Lessons from Usable ML Deployments and Application to Wind Turbine Monitoring
Alexandra Zytek, Wei-En Wang, Sofia Koukoura, Kalyan Veeramachaneni Lessons from Usable ML Deployments and Application to Wind Turbine Monitoring NeurIPS XAI in Action. Workshop on XAI in Action: Past, Present, and Future Applications, December 2023....
28 May Towards Creating Synthetic Data Testbeds for Research
Nassim Oufattole Towards Creating Synthetic Data Testbeds for Research S.M Thesis. Dept. of EECS, MIT. June 2023....
30 Jan Zephyr: a Data-Centric Framework for Predictive Maintenance of Wind Turbines
Frances R. Hartwell Zephyr: a Data-Centric Framework for Predictive Maintenance of Wind Turbines M.Eng Thesis. Dept. of EECS, MIT. February 2023....
21 Nov AER: Auto-Encoder with Regression for Time Series Anomaly Detection
Lawrence Wong, Dongyu Liu, Laure Berti-Equille, Sarah Alnegheimish, Kalyan Veeramachaneni AER: Auto-Encoder with Regression for Time Series Anomaly Detection BigData-2022. In Proceedings of IEEE International Conference on Big Data, December 2022. ...