Nastaran Okati
6 papers · 2018–2024 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (14) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4)
π
Academic Marathon
(6)
π
Cross-Pollinator
(10)
π
Keyword Champion
(2)
Conferences
ICML (2)
NIPS (2)
AAAI (1)
IJCAI (1)
Top co-authors
Keywords
prediction set
(2)
human expert
(2)
conformal prediction
(2)
multiclass classification
(1)
dynamic programming
(1)
value iteration
(1)
gradient descent
(1)
classification accuracy
(1)
quadratic programming
(1)
stochastic shortest path
(1)
polynomial-time algorithm
(1)
support vector machine
(1)
greedy algorithm
(1)
human-ai collaboration
(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
NIPS 2024
On the Within-Group Fairness of Screening Classifiers
ICML 2023
Improving Expert Predictions with Conformal Prediction
ICML 2023
Differentiable Learning Under Triage
NIPS 2021
Classification Under Human Assistance
AAAI 2021
Computational Approaches for Stochastic Shortest Path on Succinct MDPs
IJCAI 2018