Jake C. Snell
3 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(2)
Machine Learning
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Learning Paradigms · Artificial Intelligence
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core Methods
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
uncertainty quantification
(2)
conformal prediction
(1)
open-set classification
(1)
interpretability
(1)
nonparametric bayesian inference
(1)
particle filter
(1)
bayesian quadrature
(1)
inductive bia
(1)
neural circuit
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
expected calibration error
(1)
sequential inference
(1)
neural network
(1)
amortized bayesian meta-learning
(1)
open set class
(1)
loss range
(1)
nonparametric bayesian
(1)
frequentist guarantees
(1)