Marco Cusumano-Towner
5 papers · 2017–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🏃 Academic Marathon (8) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🧭 Keyword Pioneer
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Hot Topic Early Bird
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Trend Setter
Conferences
NIPS (2)
AISTATS (1)
ICML (1)
UAI (1)
Top co-authors
Keywords
variational inference
(3)
auxiliary variable
(2)
markov chain monte carlo
(2)
kl divergence
(1)
3d scene understanding
(1)
posterior distribution
(1)
importance sampling
(1)
mutual information
(1)
sequential monte carlo
(1)
markov chain
(1)
mcmc inference
(1)
probabilistic programming
(1)
entropy estimation
(1)
generative model
(1)
monte carlo method
(1)
algorithm evaluation
(1)
inverse graphics
(1)
3d scene perception
(1)
structured generative model
(1)
accuracy measurement
(1)
Papers
Robust Autonomy Emerges from Self-Play
ICML 2025
Estimators of Entropy and Information via Inference in Probabilistic Models
AISTATS 2022
Recursive Monte Carlo and variational inference with auxiliary variables
UAI 2022
3DP3: 3D Scene Perception via Probabilistic Programming
NIPS 2021
AIDE: An algorithm for measuring the accuracy of probabilistic inference algorithms
NIPS 2017