Gayla Margolin

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 7

Top Topics

Sparse Representation

Compressive Sensing

Dynamical Systems

Dictionary Learning

Top Venues

ACM Trans. Internet Techn.

Publications

Kexin Feng, Jacqueline B. Duong, Kayla E. Carta, Sierra Walters, Gayla Margolin, Adela C. Timmons, Theodora Chaspari
A few-shot learning approach with domain adaptation for personalized real-life stress detection in close relationships. CoRR (2022)
Krit Gupta, Aditya Gujral, Theodora Chaspari, Adela C. Timmons, Sohyun C. Han, Yehsong Kim, Sarah Barrett, Stassja Sichko, Gayla Margolin
Sub-Population Specific Models of Couples' Conflict. ACM Trans. Internet Techn. 20 (2) (2020)
Aditya Gujral, Theodora Chaspari, Adela C. Timmons, Yehsong Kim, Sarah Barrett, Gayla Margolin
Population-specific Detection of Couples' Interpersonal Conflict using Multi-task Learning. ICMI (2018)
Adela C. Timmons, Theodora Chaspari, Sohyun C. Han, Laura Perrone, Shrikanth S. Narayanan, Gayla Margolin
Using Multimodal Wearable Technology to Detect Conflict among Couples. Computer 50 (3) (2017)
Theodora Chaspari, Adela C. Timmons, Brian R. Baucom, Laura Perrone, Katherine J. W. Baucom, Panayiotis G. Georgiou, Gayla Margolin, Shrikanth S. Narayanan
Exploring sparse representation measures of physiological synchrony for romantic couples. ACII (2017)
Theodora Chaspari, Sohyun C. Han, Daniel Bone, Adela C. Timmons, Laura Perrone, Gayla Margolin, Shrikanth S. Narayanan
Quantifying regulation mechanisms in dating couples through a dynamical systems model of acoustic and physiological arousal. ICASSP (2017)
Theodora Chaspari, Sohyun C. Han, Daniel Bone, Adela C. Timmons, Laura Perrone, Gayla Margolin, Shrikanth S. Narayanan
Dynamical Systems Modeling of Acoustic and Physiological Arousal in Young Couples. AAAI Spring Symposia (2016)
Theodora Chaspari, Brian R. Baucom, Adela C. Timmons, Andreas Tsiartas, Larissa Borofsky Del Piero, Katherine J. W. Baucom, Panayiotis G. Georgiou, Gayla Margolin, Shrikanth S. Narayanan
Quantifying EDA synchrony through joint sparse representation: A case-study of couples' interactions. ICASSP (2015)