Brian Caffo
4 papers · 2015–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (14) 🏃 Academic Marathon (10) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🧭 Keyword Pioneer
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Hot Topic Early Bird
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Trend Setter
Conferences
ICML (1)
MICCAI (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
heavy-tailed distribution
(2)
risk management
(1)
uncertainty quantification
(1)
epistemic uncertainty
(1)
granger causality
(1)
robust estimation
(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)
robust optimization
(1)
heavy-tailed 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 Portfolio Optimization
NIPS 2015
Robust Estimation of Transition Matrices in High Dimensional Heavy-tailed Vector Autoregressive Processes
ICML 2015