Patrick Shafto
16 papers · 2006–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (42) π Academic Marathon Β· Full π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Pioneer
π
Keyword Trendsetter Combo
(4)
π§¬
Topic Evolution
π
Keyword Champion
π§
Keyword Pioneer
π
Renaissance Researcher
(6)
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Conference Pioneer
ποΈ
Keyword Collector
(86)
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Trend Setter
Top co-authors
Research topics
Machine Learning
(12)
Artificial Intelligence
(10)
Core AI
(9)
Optimization & Theory
(7)
Mathematics & Optimization
(4)
Learning Types
(4)
Optimization
(4)
Deep Learning
(3)
Interdisciplinary
(3)
Bayesian & Probabilistic Β· Artificial Intelligence
(3)
Cognitive Science
(3)
Core Methods
(3)
Reinforcement Learning
(2)
Bayesian & Probabilistic Β· Machine Learning
(2)
Mathematics
(2)
Keywords
optimal transport
(4)
bayesian inference
(4)
cooperative inference
(3)
probabilistic modeling
(3)
dirichlet process
(2)
cooperative communication
(2)
variational autoencoder
(2)
cognitive modeling
(2)
human-robot interaction
(2)
variational inference
(2)
sample efficiency
(2)
reasoning
(1)
bayesian nonparametrics
(1)
similarity-based reasoning
(1)
causal reasoning
(1)
reinforcement learning
(1)
inductive reasoning
(1)
interactive learning
(1)
multi-task learning
(1)
interpretability
(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
NeurIPS 2024
Common Ground in Cooperative Communication
NeurIPS 2023
Coupled Variational Autoencoder
ICML 2023
Generalized Belief Transport
NeurIPS 2023
A Psychological Theory of Explainability
ICML 2022
Discrete Probabilistic Inverse Optimal Transport
ICML 2022
Interactive Learning from Activity Description
ICML 2021
A mathematical theory of cooperative communication
NeurIPS 2020
Interpretable Deep Gaussian Processes with Moments
AISTATS 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
NeurIPS 2006