Benjamin Bloem-Reddy
7 papers · 2016–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
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Topic Evolution
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Models
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Architectures
(2)
Mathematics
(2)
Knowledge & Reasoning
(1)
Application Areas
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Core Methods
(1)
Probability
(1)
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)
score function
(1)
latent variable
(1)
normalizing flow
(1)
variational autoencoder
(1)
structural causal model
(1)
predictive task
(1)
group invariance
(1)
observational data
(1)
Papers
Distinguishing Cause from Effect with Causal Velocity Models
ICML 2025
Identifying Metric Structures of Deep Latent Variable 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
NeurIPS 2021
Probabilistic Symmetries and Invariant Neural Networks
JMLR 2020
Slice Sampling on Hamiltonian Trajectories
ICML 2016