Brandon Amos
40 papers
· 2016–2025
· 9 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(56)
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Conference Polyglot
(9)
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Academic Marathon
(9)
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Renaissance Researcher
(8)
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Interdisciplinary Bridge
π§
Keyword Pioneer
π£
Hot Topic Early Bird
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Cross-Pollinator
(9)
π€
Dynamic Duo
(10)
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Triple Crown
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Grand Slam
π¬
Deep Specialist
(12)
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Century Club
(40)
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Conference Pioneer
ποΈ
Keyword Collector
(144)
β‘
Prolific Year
(7)
π₯
Unstoppable
(10)
Conferences
ICML (13)
NIPS (12)
ICLR (7)
L4DC (3)
AAAI (1)
AISTATS (1)
EMNLP (1)
JMLR (1)
UAI (1)
Top co-authors
Research topics
Keywords
reinforcement learning
(5)
model-based reinforcement learning
(3)
neural network
(3)
convex optimization
(3)
optimal transport
(3)
imitation learning
(3)
differentiable programming
(3)
differentiable optimization
(2)
generalization bound
(2)
end-to-end learning
(2)
implicit differentiation
(2)
policy optimization
(2)
normalizing flow
(2)
portfolio optimization
(2)
structured prediction
(2)
generative model
(2)
continuous control
(2)
deep learning
(2)
combinatorial optimization
(2)
probabilistic model
(2)
Papers
Stochastic Optimal Control Matching
NIPS 2024
Meta Optimal Transport
ICML 2023
Riemannian Convex Potential Maps
ICML 2021
Neural Spatio-Temporal Point Processes
ICLR 2021
Aligning Time Series on Incomparable Spaces
AISTATS 2021
The Differentiable Cross-Entropy Method
ICML 2020
Learning Awareness Models
ICLR 2018
Input Convex Neural Networks
ICML 2017