Ari Pakman
9 papers · 2013–2025 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (12) π£ Hot Topic Early Bird
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Cross-Pollinator
(15)
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Interdisciplinary Bridge
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Trend Setter
Conferences
ICML (4)
NIPS (3)
AISTATS (2)
Top co-authors
Keywords
posterior inference
(3)
bayesian inference
(3)
markov chain monte carlo
(2)
posterior sampling
(2)
experimental design
(1)
importance sampling
(1)
bayesian sampling
(1)
optimal design
(1)
spike-and-slab prior
(1)
mutual information
(1)
hamiltonian monte carlo
(1)
optimal experimental design
(1)
mcmc sampling
(1)
posterior estimation
(1)
auxiliary variable
(1)
partition function
(1)
markov chain sampling
(1)
bayesian posterior
(1)
online learning
(1)
information theory
(1)
Papers
Clustering via Self-Supervised Diffusion
ICML 2025
Bayesian Circular Regression with von Mises Quasi-Processes
AISTATS 2025
Consistent Amortized Clustering via Generative Flow Networks
AISTATS 2025
Estimating the Unique Information of Continuous Variables
NIPS 2021
Neural Clustering Processes
ICML 2020
Stochastic Bouncy Particle Sampler
ICML 2017
Partition Functions from Rao-Blackwellized Tempered Sampling
ICML 2016
Bayesian Inference and Online Experimental Design for Mapping Neural Microcircuits
NIPS 2013
Auxiliary-variable Exact Hamiltonian Monte Carlo Samplers for Binary Distributions
NIPS 2013