67 citations
- Boeing (United States)US4 papers
- Decision Systems (United States)US2 papers
- IBM Research - Thomas J. Watson Research CenterUS2 papers
- Northeastern UniversityUS2 papers
- University of WashingtonUS2 papers
- Behavioral TechUS1 paper
- California Institute of TechnologyUS1 paper
- Dartmouth CollegeUS1 paper
- Goddard Space Flight CenterUS1 paper
- Rice UniversityUS1 paper
- Seattle UniversityUS1 paper
- Solar System Exploration Research Virtual InstituteUS1 paper
8 papers
Photon statistics analysis of h-BN quantum emitters with pulsed and continuous-wave excitation
Hamidreza Akbari, Pankaj K. Jha, Kristina Malinowski +2
We report on the quantum photon statistics of hexagonal boron nitride (h-BN) quantum emitters by analyzing the Mandel Q parameter. We have measured the Mandel Q parameter for h-BN…
Deep Representations of First-person Pronouns for Prediction of Depression Symptom Severity
Xinyang Ren, Hannah A Burkhardt, Patricia A Areán +2
Prior work has shown that analyzing the use of first-person singular pronouns can provide insight into individuals' mental status, especially depression symptom severity. These fin…
Routine Clustering of Mobile Sensor Data Facilitates Psychotic Relapse Prediction in Schizophrenia Patients
Joanne Zhou, Bishal Lamichhane, Dror Ben-Zeev +2
We aim to develop clustering models to obtain behavioral representations from continuous multimodal mobile sensing data towards relapse prediction tasks. The identified clusters co…
A Machine Learning Framework for Real-time Inverse Modeling and Multi-objective Process Optimization of Composites for Active Manufacturing Control
Keith D. Humfeld, Dawei Gu, Geoffrey A. Butler +2
For manufacturing of aerospace composites, several parts may be processed simultaneously using convective heating in an autoclave. Due to uncertainties including tool placement, co…
Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach
Ashish Sharma, Inna W. Lin, Adam S. Miner +2
Online peer-to-peer support platforms enable conversations between millions of people who seek and provide mental health support. If successful, web-based mental health conversatio…
Scalable Accelerated Decentralized Multi-Robot Policy Search in Continuous Observation Spaces
Shayegan Omidshafiei, Christopher Amato, Miao Liu +3
This paper presents the first ever approach for solving \emph{continuous-observation} Decentralized Partially Observable Markov Decision Processes (Dec-POMDPs) and their semi-Marko…