Rosalind Picard
7 papers · 2015–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
π
Keyword Champion
(2)
π
Renaissance Researcher
(6)
π
Trend Setter
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Core AI
(3)
Generation
(3)
Deep Learning
(2)
Healthcare & Medicine
(2)
Reinforcement Learning
(2)
Clinical
(2)
Learning Types Β· Machine Learning
(2)
Methods
(2)
Data Science & Analytics
(1)
Speech & Audio
(1)
Analysis
(1)
Learning Types Β· Deep Learning
(1)
Keywords
depression severity
(2)
open-domain dialog
(2)
sentiment analysis
(1)
policy gradient
(1)
conversational ai
(1)
model interpretability
(1)
hierarchical reinforcement learning
(1)
reward function
(1)
major depressive disorder
(1)
human feedback
(1)
semantic coherence
(1)
generative model
(1)
language model
(1)
linear mixed-effects model
(1)
counterfactual reasoning
(1)
credit assignment
(1)
counterfactual explanation
(1)
conversational agent
(1)
dialogue system
(1)
dialog generation
(1)
Papers
Identifying Vocal and Facial Biomarkers of Depression in Large-Scale Remote Recordings: A Multimodal Study Using Mixed-Effects Modeling
Interspeech 2025
Towards the Objective Characterisation of Major Depressive Disorder Using Speech Data from a 12-week Observational Study with Daily Measurements
Interspeech 2025
DISSECT: Disentangled Simultaneous Explanations via Concept Traversals
ICLR 2022
Hierarchical Reinforcement Learning for Open-Domain Dialog
AAAI 2020
Human-centric dialog training via offline reinforcement learning
EMNLP 2020
Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems
NeurIPS 2019
Common Sense Reasoning for Detection, Prevention, and Mitigation of Cyberbullying (Extended Abstract)
IJCAI 2015