Patrick Shafto
16 papers · 2006–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π Conference Polyglot (5)
π£
Hot Topic Early Bird
πΊοΈ
Taxonomy Completionist
(10)
π§
Keyword Pioneer
π
Keyword Trendsetter Combo
(3)
π§¬
Topic Evolution
π±
Topic Pioneer
π
Keyword Champion
π
Century Club
(16)
π
Trend Setter
π
Conference Pioneer
π₯
Unstoppable
(8)
ποΈ
Keyword Collector
(86)
Conferences
ICML (5)
NIPS (5)
AISTATS (4)
EMNLP (1)
JMLR (1)
Top co-authors
Keywords
optimal transport
(4)
bayesian inference
(4)
cooperative inference
(3)
probabilistic modeling
(3)
dirichlet process
(2)
variational inference
(2)
sample efficiency
(2)
variational autoencoder
(2)
cooperative communication
(2)
human-robot interaction
(2)
bayesian nonparametrics
(1)
similarity-based reasoning
(1)
reasoning
(1)
causal reasoning
(1)
reinforcement learning
(1)
interactive learning
(1)
multi-task learning
(1)
interpretability
(1)
inductive reasoning
(1)
uncertainty quantification
(1)
Papers
Large Language Models and Children Have Different Learning Trajectories in Determiner Acquisition
EMNLP 2025
Action Gaps and Advantages in Continuous-Time Distributional Reinforcement Learning
NIPS 2024
Coupled Variational Autoencoder
ICML 2023
Common Ground in Cooperative Communication
NIPS 2023
Generalized Belief Transport
NIPS 2023
A Psychological Theory of Explainability
ICML 2022
Discrete Probabilistic Inverse Optimal Transport
ICML 2022
Interactive Learning from Activity Description
ICML 2021
Interpretable Deep Gaussian Processes with Moments
AISTATS 2020
A mathematical theory of cooperative communication
NIPS 2020
Sequential Cooperative Bayesian Inference
ICML 2020
Generalizing the theory of cooperative inference
AISTATS 2019
Optimal Cooperative Inference
AISTATS 2018
CrossCat: A Fully Bayesian Nonparametric Method for Analyzing Heterogeneous, High Dimensional Data
JMLR 2016
Bayesian Hierarchical Cross-Clustering
AISTATS 2011
Combining causal and similarity-based reasoning
NIPS 2006