Nastaran Okati
6 papers · 2018–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird
π
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Keywords
human expert
(2)
prediction set
(2)
conformal prediction
(2)
dynamic programming
(1)
value iteration
(1)
gradient descent
(1)
multi-class classification
(1)
classification accuracy
(1)
quadratic programming
(1)
stochastic shortest path
(1)
support vector machine
(1)
greedy algorithm
(1)
human-ai collaboration
(1)
polynomial time algorithm
(1)
monotonicity constraint
(1)
human-ai interaction
(1)
upper bound
(1)
calibrated classifier
(1)
succinct markov decision process
(1)
prediction accuracy
(1)
Papers
Towards Human-AI Complementarity with Prediction Sets
NeurIPS 2024
Improving Expert Predictions with Conformal Prediction
ICML 2023
On the Within-Group Fairness of Screening Classifiers
ICML 2023
Classification Under Human Assistance
AAAI 2021
Differentiable Learning Under Triage
NeurIPS 2021
Computational Approaches for Stochastic Shortest Path on Succinct MDPs
IJCAI 2018