Publications

Invariance-Based Causal Estimation in the Presence of Concept Drift. Katie Matton, John Guttag, and Rosalind Picard. Workshop on Causal Representation Learning, UAI 2022. [pdf]

Contrastive Learning of Electrodermal Activity Representations for Stress Detection Katie Matton*, Robert Lewis*, John Guttag, and Rosalind Picard. Learning from Time Series for Health Workshop, NeurIPS 2022. (* = equal contribution). [pdf]

Quantifying the Effects of COVID-19 on Mental Health Support Forums.
Laura Biester*, Katie Matton*, Janarthanan Rajendran, Emily Mower Porvost, and Rada Mihalcea. Workshop on NLP for COVID-19, EMNLP 2020, Oral presentation. (* = equal contribution). [pdf]

Understanding the Impact of COVID-19 on Online Mental Health Forums.
Laura Biester, Katie Matton, Janarthanan Rajendran, Emily Mower Provost, and Rada Mihalcea.
ACM Transactions on Management Information Systems. [pdf]

Into the Wild: Transitioning from Recognizing Mood in Clinical Interactions to Personal Conversations for Individuals with Bipolar Disorder.
Katie Matton, Melvin G. McInnis, and Emily Mower Provost.
INTERSPEECH 2019, Oral presentation. [pdf, slides]