Sarbojit Roy
3 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
Venues
Top co-authors
Research topics
Keywords
feature learning
(1)
feature extraction
(1)
feature selection
(1)
high-dimensional statistics
(1)
dimension reduction
(1)
time series classification
(1)
nearest neighbor classifier
(1)
neuroimaging data
(1)
high dimension low sample
(1)
robust classifier
(1)
distance concentration
(1)
perfect classification
(1)
ultrahigh-dimensional setting
(1)
moment-based classifier
(1)
distance-based classification
(1)
high-dimensional classification
(1)
hdlss data
(1)
spectral domain
(1)
stationary time series
(1)
brain network connectivity
(1)
Papers
Classification of High-dimensional Time Series in Spectral Domain Using Explainable Features with Applications to Neuroimaging Data
AISTATS 2025
On Generalizations of Some Distance Based Classifiers for HDLSS Data
JMLR 2022
On Some Fast And Robust Classifiers For High Dimension, Low Sample Size Data
AISTATS 2022