Understanding the impact of COVID-19 on online mental health forums L Biester, K Matton, J Rajendran, EM Provost, R Mihalcea ACM Transactions on Management Information Systems (TMIS) 12 (4), 1-28, 2021 | 28 | 2021 |
Into the wild: Transitioning from recognizing mood in clinical interactions to personal conversations for individuals with bipolar disorder K Matton, MG McInnis, EM Provost Interspeech, 2019 | 28 | 2019 |
Quantifying the effects of COVID-19 on mental health support forums L Biester, K Matton, J Rajendran, EM Provost, R Mihalcea arXiv preprint arXiv:2009.04008, 2020 | 26 | 2020 |
When to intervene: Detecting abnormal mood using everyday smartphone conversations J Gideon, K Matton, S Anderau, MG McInnis, EM Provost arXiv preprint arXiv:1909.11248, 2019 | 10 | 2019 |
Contrastive Learning of Electrodermal Activity Representations for Stress Detection K Matton, R Lewis, J Guttag, R Picard Conference on Health, Inference, and Learning, 410-426, 2023 | 6 | 2023 |
Invariance-Based Causal Estimation in the Presence of Concept Drift K Matton, J Guttag, R Picard UAI 2022 Workshop on Causal Representation Learning, 2022 | 1 | 2022 |
When to intervene: predicting individual outcomes for rapid intervention (PRIORI) using passively collected speech from smartphone conversations J Gideon, K Matton, S Anderau, M McInnis, EM Provost Bipolar Disorders 22, 27-27, 2020 | 1 | 2020 |
Improving Domain Generalization in Contrastive Learning using Domain-Aware Temperature Control RA Lewis, K Matton, R Picard, J Guttag NeurIPS 2023 Workshop on Distribution Shifts: New Frontiers with Foundation …, 2023 | | 2023 |
Walk the Talk? Measuring the Faithfulness of Large Language Model Explanations K Matton, R Ness, E Kiciman ICLR 2024 Workshop on Reliable and Responsible Foundation Models, 0 | | |