Brian Caffo
4 papers · 2015–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Half
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
heavy-tailed distribution
(2)
risk management
(1)
uncertainty quantification
(1)
epistemic uncertainty
(1)
granger causality
(1)
robust estimation
(1)
rate of convergence
(1)
matrix estimation
(1)
portfolio optimization
(1)
evidential deep learning
(1)
aleatoric uncertainty
(1)
variance decomposition
(1)
vector autoregressive model
(1)
active domain adaptation
(1)
quantile statistics
(1)
heavy-tailed return
(1)
robust optimization
(1)
asset return
(1)
Papers
BrainMT: A Hybrid Mamba-Transformer Architecture for Modeling Long-Range Dependencies in Functional MRI Data
MICCAI 2025
Evidential Uncertainty Quantification: A Variance-Based Perspective
WACV 2024
Robust Estimation of Transition Matrices in High Dimensional Heavy-tailed Vector Autoregressive Processes
ICML 2015
Robust Portfolio Optimization
NeurIPS 2015