Benjamin Bloem-Reddy
7 papers · 2016–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (9) π Cross-Pollinator (4)
πΊοΈ
Taxonomy Completionist
(15)
π£
Hot Topic Early Bird
Conferences
ICML (3)
AISTATS (2)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
variational inference
(1)
bayesian inference
(1)
optimal transport
(1)
data augmentation
(1)
markov chain monte carlo
(1)
gaussian process regression
(1)
markov chain
(1)
slice sampling
(1)
hamiltonian monte carlo
(1)
discrete distribution
(1)
generative model
(1)
latent variable model
(1)
normalizing flow
(1)
variational autoencoder
(1)
predictive task
(1)
group invariance
(1)
lossy compression
(1)
sampling algorithm
(1)
variational flow
(1)
measure-preserving map
(1)
Papers
Identifying Metric Structures of Deep Latent Variable Models
ICML 2025
Distinguishing Cause from Effect with Causal Velocity Models
ICML 2025
Mixed variational flows for discrete variables
AISTATS 2024
Indeterminacy in Generative Models: Characterization and Strong Identifiability
AISTATS 2023
Lossy Compression for Lossless Prediction
NIPS 2021
Probabilistic Symmetries and Invariant Neural Networks
JMLR 2020
Slice Sampling on Hamiltonian Trajectories
ICML 2016