Chris Cundy
6 papers · 2018–2024 · 3 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
(13)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Optimization & Theory · Machine Learning
(4)
Architectures
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Core AI
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
recurrent neural network
(2)
variational inference
(2)
imitation learning
(2)
causal discovery
(1)
inverse reinforcement learning
(1)
sequence classification
(1)
monte carlo sampling
(1)
bayesian posterior
(1)
generalization bound
(1)
structural equation model
(1)
autoregressive model
(1)
long short-term memory
(1)
normalizing flow
(1)
language model
(1)
bias-variance tradeoff
(1)
soft q-learning
(1)
behavioral cloning
(1)
directed acyclic graph
(1)
sequence length
(1)
compounding error
(1)
Papers
SequenceMatch: Imitation Learning for Autoregressive Sequence Modelling with Backtracking
ICLR 2024
Neural Networks and the Chomsky Hierarchy
ICLR 2023
BCD Nets: Scalable Variational Approaches for Bayesian Causal Discovery
NeurIPS 2021
IQ-Learn: Inverse soft-Q Learning for Imitation
NeurIPS 2021
Flexible Approximate Inference via Stratified Normalizing Flows
UAI 2020
Parallelizing Linear Recurrent Neural Nets Over Sequence Length
ICLR 2018