Manuel Rodriguez
6 papers · 2017–2023 · 1 venue · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
sequential decision making
(2)
structural causal model
(2)
markov decision process
(2)
causal inference
(2)
gradient descent
(1)
continuous state space
(1)
binary classifier
(1)
counterfactual reasoning
(1)
counterfactual explanation
(1)
intensity function
(1)
human-ai interaction
(1)
temporal point process
(1)
decision support
(1)
prediction accuracy
(1)
a-star algorithm
(1)
algorithmic triage
(1)
threshold rule
(1)
preference-based fairness
(1)
parity-based fairness
(1)
supervised learning
(1)
Papers
Finding Counterfactually Optimal Action Sequences in Continuous State Spaces
NeurIPS 2023
Human-Aligned Calibration for AI-Assisted Decision Making
NeurIPS 2023
Counterfactual Temporal Point Processes
NeurIPS 2022
Counterfactual Explanations in Sequential Decision Making Under Uncertainty
NeurIPS 2021
Differentiable Learning Under Triage
NeurIPS 2021
From Parity to Preference-based Notions of Fairness in Classification
NeurIPS 2017