Gaurush Hiranandani
10 papers · 2019–2025 · 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 Cross-Pollinator (9)
π
Conference Polyglot
(4)
π
Academic Marathon
(6)
π
Century Club
(10)
π
Conference Pioneer
Conferences
ICML (5)
NIPS (2)
UAI (2)
AISTATS (1)
Top co-authors
Keywords
metric elicitation
(4)
confusion matrix
(2)
preference feedback
(2)
multiclass classification
(2)
metric optimization
(1)
label noise
(1)
gradient descent
(1)
learning to rank
(1)
performance metric
(1)
diversified retrieval
(1)
pairwise comparison
(1)
fairness metric
(1)
group fairness
(1)
position bia
(1)
recommender system
(1)
cascade model
(1)
classification performance
(1)
partial auc
(1)
precision at k
(1)
click model
(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
Logits are All We Need to Adapt Closed Models
ICML 2025
Quadratic metric elicitation for fairness and beyond
UAI 2022
Optimizing Black-box Metrics with Iterative Example Weighting
ICML 2021
Optimization and Analysis of the pAp@k Metric for Recommender Systems
ICML 2020
Fair Performance Metric Elicitation
NIPS 2020
Performance Metric Elicitation from Pairwise Classifier Comparisons
AISTATS 2019
Cascading Linear Submodular Bandits: Accounting for Position Bias and Diversity in Online Learning to Rank
UAI 2019
Multiclass Performance Metric Elicitation
NIPS 2019