Kousha Kalantari
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Keywords
active learning
(1)
domain adaptation
(1)
preference learning
(1)
algorithm design
(1)
fisher information matrix
(1)
preference elicitation
(1)
experiment design
(1)
best arm identification
(1)
plackett-luce model
(1)
optimal design
(1)
human feedback
(1)
ranking model
(1)
information gain
(1)
annotation cost
(1)
reward variance
(1)
supervised fine-tuning
(1)
ranking loss
(1)
ranking feedback
(1)
information gathering
(1)
budget allocation
(1)
Papers
Comparing Few to Rank Many: Active Human Preference Learning Using Randomized Frank-Wolfe Method
ICML 2025
FisherSFT: Data-Efficient Supervised Fine-Tuning of Language Models Using Information Gain
ICML 2025
Optimal Design for Human Preference Elicitation
NeurIPS 2024
Fixed-Budget Best-Arm Identification with Heterogeneous Reward Variances
UAI 2023