Sotabase

Career

· PhD Student, UC Berkeley2018–

Publications (21)

Towards Emotional Support Dialog Systems
Annual Meeting of the Association for Computational Linguistics · 2021
341
cited
Automated Text Messaging as an Adjunct to Cognitive Behavioral Therapy for Depression: A Clinical Trial
Journal of Medical Internet Research · 2017
108
cited
Meaningless comparisons lead to false optimism in medical machine learning
PLoS ONE · 2017
57
cited
Well-Being Tracking via Smartphone-Measured Activity and Sleep: Cohort Study
JMIR mHealth and uHealth · 2017
45
cited
A Multi-Persona Chatbot for Hotline Counselor Training
Findings · 2020
28
cited
Dynamics of a delay differential equation with multiple state-dependent delays
2012
25
cited
Towards augmenting crisis counselor training by improving message retrieval
Proceedings of the Sixth Workshop on Computational Linguistics and Clinical Psychology · 2019
24
cited
Understanding Communities via Hashtag Engagement: A Clustering Based Approach
International Conference on Web and Social Media · 2016
22
cited
A step towards quantifying when an algorithm can and cannot predict an individual's wellbeing
UbiComp/ISWC Adjunct · 2017
21
cited
Identifying HPC codes via performance logs and machine learning
CLHS '13 · 2013
18
cited
Detecting change in depressive symptoms from daily wellbeing questions, personality, and activity
Wireless Health · 2016
17
cited
Who Benefits Most from Adding Technology to Depression Treatment and How? An Analysis of Engagement with a Texting Adjunct for Psychotherapy
Telemedicine journal and e-health · 2020
9
cited
Best Practices for Fostering Diversity and Inclusion in Data Science: Report from the BIDS Best Practices in Data Science Series
2019
6
cited
Dimension Reduction Using Rule Ensemble Machine Learning Methods: A Numerical Study of Three Ensemble Methods
2011
6
cited
Ad hoc efforts for advancing data science education
PLoS Comput. Biol. · 2020
3
cited
Using Bayesian Optimization for Hardware Design
2014
2
cited
Ambient Artificial Intelligence Scribes and Physician Financial Productivity
JAMA Network Open · 2026
An example of how false conclusions could be made with personalized health tracking and suggestions for avoiding similar situations
arXiv.org · 2017
Evaluation of Methods for Data-Driven Tools that Empower Mental Health Professionals
2019
It's a Coyote Eat Deer Feed Tick World: A Deterministic Model of Predator-Prey Interaction in the Northeast
2009
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