Matthew Jones
6 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(13)
🌈
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Application Areas
(4)
Data Science & Analytics
(3)
Applications
(3)
Security & Privacy
(2)
Speech & Audio
(2)
Analysis
(2)
Core Methods
(2)
Differential Privacy
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Architectures
(1)
Clinical
(1)
Keywords
approximation algorithm
(2)
clustering algorithm
(2)
differential privacy
(2)
maximum coverage
(1)
clinical speech analysis
(1)
speech analysis
(1)
data summarization
(1)
local privacy
(1)
multi-armed bandit
(1)
regret bound
(1)
nash social welfare
(1)
metric space
(1)
fairness optimization
(1)
fair clustering
(1)
maximum matching
(1)
additive error
(1)
demographic group
(1)
neurodegenerative disease
(1)
bert-based classification
(1)
alzheimer dementia detection
(1)
Papers
Automatic Detection and Sub-typing of Primary Progressive Aphasia from Speech: Integrating Task-Specific Features and Spatio-Semantic Graphs
Interspeech 2025
An Efficient Algorithm for Fair Multi-Agent Multi-Armed Bandit with Low Regret
AAAI 2023
Locally Private k-Means Clustering with Constant Multiplicative Approximation and Near-Optimal Additive Error
AAAI 2022
Differentially Private Clustering via Maximum Coverage
AAAI 2021
Using the Outputs of Different Automatic Speech Recognition Paradigms for Acoustic- and BERT-Based Alzheimer’s Dementia Detection Through Spontaneous Speech
Interspeech 2021
Fair k-Centers via Maximum Matching
ICML 2020