Joel Jennings
8 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (12)
π
Triple Crown
Conferences
ICML (4)
ICLR (3)
NIPS (1)
Top co-authors
Keywords
variational inference
(2)
multi-agent reinforcement learning
(1)
nash equilibrium
(1)
posterior inference
(1)
bayesian experimental design
(1)
stochastic game
(1)
continuous state-action space
(1)
directed acyclic graph
(1)
potential game
(1)
coordination game
(1)
stochastic gradient markov chain monte carlo
(1)
contextual optimization
(1)
black-box variational method
(1)
stochastic potential game
(1)
coordination navigation
(1)
bayesian causal discovery
(1)
information theory
(1)
nonlinear causal model
(1)
Papers
Towards Causal Foundation Model: on Duality between Optimal Balancing and Attention
ICML 2024
Neural structure learning with stochastic differential equations
ICLR 2024
A Fixed-Point Approach for Causal Generative Modeling
ICML 2024
CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design
ICML 2023
BayesDAG: Gradient-Based Posterior Inference for Causal Discovery
NIPS 2023
Causal Reasoning in the Presence of Latent Confounders via Neural ADMG Learning
ICLR 2023
Rhino: Deep Causal Temporal Relationship Learning with History-dependent Noise
ICLR 2023
Learning in Nonzero-Sum Stochastic Games with Potentials
ICML 2021