Gaurush Hiranandani

1. Performance Metric Elicitation from Pairwise Classifier Comparisons
   2018/06/05 by Gaurush Hiranandani, Shant Boodaghians, Hiranandani, Gaurush +5 · 1 citation
   Computer Science · #Bayesian Modeling and Causal Inference #Data Stream Mining Techniques #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. FisherSFT: Data-Efficient Supervised Fine-Tuning of Language Models Using Information Gain
   2025/05/20 by Kiran Koshy Thekumparampil, Deb, Rohan, Kousha Kalantari +8 · 5 citations
   Computer Science · #Topic Modeling #Speech Recognition and Synthesis #Natural Language Processing Techniques
3. Fair Performance Metric Elicitation
   2020/06/23 by Gaurush Hiranandani, Harikrishna Narasimhan, Hiranandani, Gaurush +3 · 1 citation
   Social Sciences · #Ethics and Social Impacts of AI #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Logits are All We Need to Adapt Closed Models
   2025/02/03 by Gaurush Hiranandani, H. Z. Wu, Hiranandani, Gaurush +4 · 1 citation
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management #Software Engineering Research #Topic Modeling
5. Comparing Few to Rank Many: Active Human Preference Learning using Randomized Frank-Wolfe
   2024/12/27 by Kiran Koshy Thekumparampil, Gaurush Hiranandani, Thekumparampil, Kiran Koshy +7 · 1 citation
   Computer Science · Decision Sciences · #Face and Expression Recognition #Multi-Criteria Decision Making #Text and Document Classification Technologies