Scott SIsson
6 papers · 2018–2021 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Core Methods
(3)
Mathematics & Optimization
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Learning Paradigms
(1)
Learning Types
(1)
Mathematics
(1)
Methods
(1)
Models
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
bayesian nonparametrics
(3)
regression tree
(2)
spatial partitioning
(2)
edge modeling
(1)
link prediction
(1)
nonparametric bayesian
(1)
online learning
(1)
variational inference
(1)
gaussian process
(1)
sequential monte carlo
(1)
point process
(1)
gibbs sampling
(1)
mondrian process
(1)
space partitioning
(1)
probabilistic framework
(1)
continuous time
(1)
markov random field
(1)
dirichlet distribution
(1)
latent representation
(1)
ensemble model
(1)
Papers
Continuous-time edge modelling using non-parametric point processes
NeurIPS 2021
Online Binary Space Partitioning Forests
AISTATS 2020
Binary Space Partitioning Forest
AISTATS 2019
Scalable Deep Generative Relational Model with High-Order Node Dependence
NeurIPS 2019
Rectangular Bounding Process
NeurIPS 2018
The Binary Space Partitioning-Tree Process
AISTATS 2018