Benjamin M. Marlin
8 papers · 2009–2025 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (18) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4)
π
Academic Marathon
(16)
π
Cross-Pollinator
(12)
π
Renaissance Researcher
(5)
π
Trend Setter
Conferences
NIPS (3)
UAI (3)
MLHC (1)
NAACL (1)
Top co-authors
Keywords
uncertainty quantification
(2)
approximate inference
(1)
policy gradient
(1)
bayesian inference
(1)
matrix factorization
(1)
decision making
(1)
variational inference
(1)
structure learning
(1)
em algorithm
(1)
reinforcement learning
(1)
expectation maximization
(1)
object tracking
(1)
posterior sampling
(1)
time series classification
(1)
gaussian process
(1)
structural learning
(1)
sparse regression
(1)
variational em
(1)
precision matrix
(1)
factor analysis
(1)
Papers
Enhancing Adaptive Behavioral Interventions with LLM Inference from Participant Described States
MLHC 2025
Heteroskedastic Geospatial Tracking with Distributed Camera Networks
UAI 2023
Assessing the Impact of Context Inference Error and Partial Observability on RL Methods for Just-In-Time Adaptive Interventions
UAI 2023
Post-hoc loss-calibration for Bayesian neural networks
UAI 2021
A scalable end-to-end Gaussian process adapter for irregularly sampled time series classification
NIPS 2016
Relation Extraction with Matrix Factorization and Universal Schemas
NAACL 2013
Variational bounds for mixed-data factor analysis
NIPS 2010
Accelerating Bayesian Structural Inference for Non-Decomposable Gaussian Graphical Models
NIPS 2009