Michael C Hughes
7 papers · 2012–2025 · 2 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (13) π£ Hot Topic Early Bird
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Cross-Pollinator
(14)
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
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Trend Setter
Conferences
NIPS (4)
ICML (3)
Top co-authors
Keywords
bayesian nonparametrics
(3)
variational inference
(2)
hidden markov model
(2)
stochastic optimization
(2)
markov chain monte carlo
(1)
message passing
(1)
nonparametric model
(1)
sequential data
(1)
state estimation
(1)
time series modeling
(1)
image clustering
(1)
beta process
(1)
dirichlet process mixture
(1)
online inference
(1)
split-merge inference
(1)
memoized online inference
(1)
mixture model
(1)
dynamical system
(1)
sequential datum
(1)
wasserstein barycenter
(1)
Papers
Decision-aware Training of Spatiotemporal Forecasting Models to Select a Top-K Subset of Sites for Intervention
ICML 2025
InterLUDE: Interactions between Labeled and Unlabeled Data to Enhance Semi-Supervised Learning
ICML 2024
Dynamical Wasserstein Barycenters for Time-series Modeling
NIPS 2021
Stochastic Iterative Graph Matching
ICML 2021
Scalable Adaptation of State Complexity for Nonparametric Hidden Markov Models
NIPS 2015
Memoized Online Variational Inference for Dirichlet Process Mixture Models
NIPS 2013
Effective Split-Merge Monte Carlo Methods for Nonparametric Models of Sequential Data
NIPS 2012