Chris Cundy
6 papers · 2018–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)
🚀
Conference Pioneer
Conferences
ICLR (3)
NIPS (2)
UAI (1)
Top co-authors
Keywords
variational inference
(2)
imitation learning
(1)
causal discovery
(1)
inverse reinforcement learning
(1)
bayesian posterior
(1)
structural equation model
(1)
normalizing flow
(1)
behavioral cloning
(1)
directed acyclic graph
(1)
bias variance tradeoff
(1)
monte-carlo sampling
(1)
approximate inference
(1)
soft-q learning
(1)
Papers
SequenceMatch: Imitation Learning for Autoregressive Sequence Modelling with Backtracking
ICLR 2024
Neural Networks and the Chomsky Hierarchy
ICLR 2023
IQ-Learn: Inverse soft-Q Learning for Imitation
NIPS 2021
BCD Nets: Scalable Variational Approaches for Bayesian Causal Discovery
NIPS 2021
Flexible Approximate Inference via Stratified Normalizing Flows
UAI 2020
Parallelizing Linear Recurrent Neural Nets Over Sequence Length
ICLR 2018