Kousha Kalantari
4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Conference Polyglot
(3)
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Cross-Pollinator
(8)
πΊοΈ
Taxonomy Completionist
(10)
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Keyword Pioneer
Conferences
ICML (2)
NIPS (1)
UAI (1)
Top co-authors
Keywords
active learning
(1)
preference learning
(1)
algorithm design
(1)
preference elicitation
(1)
experiment design
(1)
optimal design
(1)
human feedback
(1)
ranking model
(1)
annotation cost
(1)
reward variance
(1)
ranking feedback
(1)
information gathering
(1)
best-arm identification
(1)
budget allocation
(1)
preference model
(1)
variance-adaptive algorithm
(1)
arm pulling
(1)
Papers
FisherSFT: Data-Efficient Supervised Fine-Tuning of Language Models Using Information Gain
ICML 2025
Comparing Few to Rank Many: Active Human Preference Learning Using Randomized Frank-Wolfe Method
ICML 2025
Optimal Design for Human Preference Elicitation
NIPS 2024
Fixed-Budget Best-Arm Identification with Heterogeneous Reward Variances
UAI 2023