Publications
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Reducing bedtime physiological arousal levels using immersive audio-visual respiratory bio-feedback: a pilot study in women with insomnia symptoms
The current study evaluated the effect of a novel, acute behavioral experimental manipulation in reducing bedtime physiological hyperarousal in women with insomnia symptoms.
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A Comparison of Microbial Genome Web Portals
This article compares the capabilities of the major microbial genome web portals to aid researchers in determining which portal(s) are best suited to their needs.
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Spectral Convolutional Networks on Hierarchical Multigraphs
In this work, we address this limitation by revisiting a particular family of spectral graph networks, Chebyshev GCNs, showing its efficacy in solving graph classification tasks with a variable graph…
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Bootstrapping Deep Neural Networks from Image Processing and Computer Vision Pipelines
We intend to replace parts or all of a target pipeline with deep neural networks to achieve benefits such as increased accuracy or reduced computational requirement.
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A Cross-Linguistic Examination of Heterogeneous Reading Profiles of Spanish-Speaking Bilingual Students
This study used latent profile analysis to identify three distinct reader profiles of Spanish-speaking bilingual students based on word reading and vocabulary measures and examined profile differences in reading comprehension.
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On Influencing Individual Behavior for Reducing Transportation Energy Expenditure in a Large Population
We introduce COPTER - an intelligent travel assistant that evaluates multi-modal travel alternatives to find a plan that is acceptable to a person given their context and preferences.
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Generative Memory for Lifelong Reinforcement Learning
Our research is focused on understanding and applying biological memory transfers to new AI systems that can fundamentally improve their performance, throughout their fielded lifetime experience.
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Electrophysiological characterization of sleep/wake, activity and the response to caffeine in adult cynomolgus macaques
We sought to define basal sleep characteristics, sleep/wake architecture and electroencephalographic activity in a diurnal non-human primate (NHP) to evaluate the utility of this species for pharmacological manipulation of the…
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Aesop: A Visual Storytelling Platform for Conversational AI and Commonsense Grounding
We believe that the future of Artificial Intelligence (AI) will be a mixed-initiative collaboration between humans and AI as equals.
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Many languages, one classroom: Supporting children in superdiverse settings
Here, we offer strategies from an approach we call personalized oral language learning (POLL). Teachers who have tried them find these strategies especially useful for supporting the learning and development…
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Developing Systems for High-Quality Feedback to Teacher Candidates: Lessons Learned from 11 California State University Teacher Preparation Programs
This paper describes how 11 California State University teacher preparation programs participating in the New Generation of Educators Initiative transformed the way they provide feedback to candidates.
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A System of Measures to Support Improvement in Teacher Preparation
This paper proposes a system of measures that campus-district partnerships can develop to guide and assess reforms in four key areas of their teacher preparation programs.