Manuel Rodriguez
6 papers · 2017–2023 · 1 conference · across top CS/AI conferences
Achievements
Jump to papers ↓
🏃
Academic Marathon
(6)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NIPS (6)
Top co-authors
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
NIPS 2023
Human-Aligned Calibration for AI-Assisted Decision Making
NIPS 2023
Counterfactual Temporal Point Processes
NIPS 2022
Differentiable Learning Under Triage
NIPS 2021
Counterfactual Explanations in Sequential Decision Making Under Uncertainty
NIPS 2021
From Parity to Preference-based Notions of Fairness in Classification
NIPS 2017