Matthew Jones
5 papers · 2020–2023 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (13) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3)
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Cross-Pollinator
(11)
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Renaissance Researcher
(5)
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Trend Setter
Conferences
AAAI (3)
ICML (1)
INTERSPEECH (1)
Top co-authors
Research topics
Keywords
clustering algorithm
(2)
approximation algorithm
(2)
differential privacy
(2)
maximum coverage
(1)
clinical 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)
pretrained speech representation
(1)
bert-based classification
(1)
alzheimer dementia detection
(1)
acoustic linguistic feature
(1)
Papers
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 Alzheimerβs Dementia Detection Through Spontaneous Speech
INTERSPEECH 2021
Fair k-Centers via Maximum Matching
ICML 2020