AI as an intervention: improving clinical outcomes relies on a causal approach to AI development and validation. - Joshi, Shalmali; Urteaga, Iñigo; Amsterdam, Wouter A. C. van; Hripcsak, George; Elias, Pierre A.; Amor, Benjamin R. C.; Elhadad, Noémie; Fackler, James C.; Sendak, Mark P.; Wiens, Jenna; Deshpande, Kaivalya; Wald, Yoav; et al. (J. Am. Medical Informatics Assoc., 2025)

A/B testing under Interference with Partial Network Information. - Shankar, Shiv; Sinha, Ritwik; Chandak, Yash; Mitra, Saayan; Fiterau, Madalina (2024)

On Online Experimentation without Device Identifiers. - Shankar, Shiv; Sinha, Ritwik; Fiterau, Madalina (2024)

Zero-shot Microclimate Prediction with Deep Learning. - Deznabi, Iman; Kumar, Peeyush; Fiterau, Madalina (CoRR, 2024)

A/B testing under Interference with Partial Network Information. - Shankar, Shiv; Sinha, Ritwik; Chandak, Yash; Mitra, Saayan; Fiterau, Madalina (CoRR, 2024)

Leveraging Foundation Language Models (FLMs) for Automated Cohort Extraction from Large EHR Databases. - Mugambi, Purity; Meliou, Alexandra; Fiterau, Madalina (CoRR, 2024)

Direct Inference of Effect of Treatment (DIET) for a Cookieless World. - Shankar, Shiv; Sinha, Ritwik; Mitra, Saayan; Sinha, Moumita; Fiterau, Madalina (2023)

MultiWave: Multiresolution Deep Architectures through Wavelet Decomposition for Multivariate Time Series Prediction. - Deznabi, Iman; Fiterau, Madalina (2023)

Machine Learning for Automated Mitral Regurgitation Detection from Cardiac Imaging. - Xiao, Ke; Learned-Miller, Erik G.; Kalogerakis, Evangelos; Priest, James; Fiterau, Madalina (2023)

Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA. (PMLR, 2023)

MultiWave: Multiresolution Deep Architectures through Wavelet Decomposition for Multivariate Time Series Prediction. - Deznabi, Iman; Fiterau, Madalina (CoRR, 2023)

Machine Learning for Automated Mitral Regurgitation Detection from Cardiac Imaging. - Xiao, Ke; Learned-Miller, Erik G.; Kalogerakis, Evangelos; Priest, James; Fiterau, Madalina (CoRR, 2023)

Constrained Offline Policy Optimization. - Polosky, Nicholas; Silva, Bruno C. da; Fiterau, Madalina; Jagannath, Jithin (2022)

Progressive Fusion for Multimodal Integration. - Shankar, Shiv; Thompson, Laure; Fiterau, Madalina (CoRR, 2022)

Impact of the COVID-19 Pandemic on the Academic Community Results from a survey conducted at University of Massachusetts Amherst. - Deznabi, Iman; Motahar, Tamanna; Sarvghad, Ali; Fiterau, Madalina; Mahyar, Narges (Digit. Gov. Res. Pract., 2021)

Predicting in-hospital mortality by combining clinical notes with time-series data. - Deznabi, Iman; Iyyer, Mohit; Fiterau, Madalina (2021)

A Change of Variables Method For Rectangular Matrix-Vector Products. - Cunningham, Edmond; Fiterau, Madalina (2021)

Normalizing Flows Across Dimensions. - Cunningham, Edmond; Zabounidis, Renos; Agrawal, Abhinav; Fiterau, Ina; Sheldon, Daniel (CoRR, 2020)

Structure Mapping for Transferability of Causal Models. - Pruthi, Purva; González, Javier; Lu, Xiaoyu; Fiterau, Madalina (CoRR, 2020)

Pedestrian Detection in Thermal Images Using Saliency Maps. - Ghose, Debasmita; Desai, Shasvat Mukeshkumar; Bhattacharya, Sneha; Chakraborty, Deep; Fiterau, Madalina; Rahman, Tauhidur (2019)

FLARe: Forecasting by Learning Anticipated Representations. - Devarakonda, Surya Teja; Wu, Yeahuay Joie; Fung, Yi Ren; Fiterau, Madalina (2019)

Pedestrian Detection in Thermal Images using Saliency Maps. - Ghose, Debasmita; Desai, Shasvat Mukeshkumar; Bhattacharya, Sneha; Chakraborty, Deep; Fiterau, Madalina; Rahman, Tauhidur (CoRR, 2019)

A Comprehensive Study of Alzheimer's Disease Classification Using Convolutional Neural Networks. - Guan, Ziqiang; Kumar, Ritesh; Fung, Yi Ren; Wu, Yeahuay; Fiterau, Madalina (CoRR, 2019)

FLARe: Forecasting by Learning Anticipated Representations. - Wu, Yeahuay Joie; Devarakonda, Surya Teja; Fiterau, Madalina (CoRR, 2019)

Multi-resolution Networks For Flexible Irregular Time Series Modeling (Multi-FIT). - Singh, Bhanu Pratap; Deznabi, Iman; Narasimhan, Bharath; Kucharski, Bryon; Uppaal, Rheeya; Josyula, Akhila; Fiterau, Madalina (CoRR, 2019)

Alzheimer's Disease Brain MRI Classification: Challenges and Insights. - Fung, Yi Ren; Guan, Ziqiang; Kumar, Ritesh; Wu, Yeahuay Joie; Fiterau, Madalina (CoRR, 2019)

Personalized Student Stress Prediction with Deep Multitask Network. - Shaw, Abhinav; Simsiri, Natcha; Deznaby, Iman; Fiterau, Madalina; Rahman, Tauhidur (CoRR, 2019)

Machine Learning for Health (ML4H) Workshop at NeurIPS 2018. - Antropova, Natalia; Beam, Andrew L.; Beaulieu-Jones, Brett K.; Chen, Irene; Chivers, Corey; Dalca, Adrian V.; Finlayson, Samuel G.; Fiterau, Madalina; Fries, Jason Alan; Ghassemi, Marzyeh; Hughes, Mike; Jedynak, Bruno; et al. (CoRR, 2018)

ShortFuse: Biomedical Time Series Representations in the Presence of Structured Information. - Fiterau, Madalina; Bhooshan, Suvrat; Fries, Jason A.; Bournhonesque, Charles; Hicks, Jennifer L.; Halilaj, Eni; Ré, Christopher; Delp, Scott L. (2017)

Deep Neural Decision Forests. - Kontschieder, Peter; Fiterau, Madalina; Criminisi, Antonio; Bulò, Samuel Rota (2016)

VIPR: An Interactive Tool for Meaningful Visualization of High-Dimensional Data. - Wang, Donghan; Fiterau, Madalina; Dubrawski, Artur (2016)

Discovering Compact and Informative Structures through Data Partitioning. - Fiterau, Madalina (2015)

Leveraging Common Structure to Improve Prediction across Related Datasets. - Barnes, Matt; Gisolfi, Nick; Fiterau, Madalina; Dubrawski, Artur (2015)

Active Learning for Informative Projection Retrieval. - Fiterau, Madalina; Dubrawski, Artur (2015)

Finding Meaningful Gaps to Guide Data Acquisition for a Radiation Adjudication System. - Gisolfi, Nick; Fiterau, Madalina; Dubrawski, Artur (2015)

Deep Neural Decision Forests. - Kontschieder, Peter; Fiterau, Madalina; Criminisi, Antonio; Bulò, Samuel Rota (2015)

Informative Projection Recovery for Classification, Clustering and Regression. - Fiterau, Madalina; Dubrawski, Artur (2013)

Projection Retrieval for Classification. - Fiterau, Madalina; Dubrawski, Artur (2012)

Performance of handover for multiple users in heterogeneous wireless networks. - Fiterau, Madalina; Ormond, Olga; Muntean, Gabriel-Miro (2009)