Gaurush Hiranandani

Researcher, Typeface Inc

Joined

March 2018

Names

Gaurush Hiranandani

Emails

****@gmail.com (Confirmed)

****@illinois.edu (Confirmed)

****@amazon.com (Confirmed)

****@typeface.ai (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Typeface Inc (typeface.ai)

2024 – Present

Researcher

Amazon (amazon.com)

2021 – 2024

PhD student

University of Illinois, Urbana Champaign (illinois.edu)

2017 – 2021

Employee

Adobe Systems (adobe.com)

2015 – 2017

Undergrad student

IIT Kanpur (iitk.ac.in)

2010 – 2015

Advisors, Relations & Conflicts

PhD Advisor

Sanmi Koyejo

2017 – 2021

Expertise

Statisitics

Present

Machine Learning

Present

personalization

Present

large language models

Present

Publications

Data-Efficient Supervised Fine-Tuning of Language Models Using Optimal Design
Rohan Deb, Kiran Koshy Thekumparampil, Kousha Kalantari, Gaurush Hiranandani, Shoham Sabach, Branislav Kveton
- ICLR 2025 Workshop Data Problems Poster
- Readers: Everyone
Comparing Few to Rank Many: Active Human Preference Learning Using Randomized Frank-Wolfe Method
Kiran Koshy Thekumparampil, Gaurush Hiranandani, Kousha Kalantari, Shoham Sabach, Branislav Kveton
- ICML 2025 poster
- Readers: Everyone
FisherSFT: Data-Efficient Supervised Fine-Tuning of Language Models Using Information Gain
Rohan Deb, Kiran Koshy Thekumparampil, Kousha Kalantari, Gaurush Hiranandani, Shoham Sabach, Branislav Kveton
- ICML 2025 poster
- Readers: Everyone
Logits are All We Need to Adapt Closed Models
Gaurush Hiranandani, Haolun Wu, Subhojyoti Mukherjee, Sanmi Koyejo
- ICML 2025 poster
- Readers: Everyone
An Efficient Plugin Method for Metric Optimization of Black-Box Models
Siddartha Devic, Nurendra Choudhary, Anirudh Srinivasan, Sahika Genc, Branislav Kveton, Gaurush Hiranandani
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Rich-Item Recommendations for Rich-Users: Exploiting Dynamic and Static Side Information
Amar Budhiraja, Gaurush Hiranandani, Darshak Chhatbar, Aditya Sinha, Navya Yarrabelly, Ayush Choure, Sanmi Koyejo, Prateek Jain
- 02 Oct 2023 (modified: 02 Oct 2023)
- OpenReview Archive Direct Upload
- Readers: Everyone
ForeSeer: Product Aspect Forecasting Using Temporal Graph Embedding
Zixuan Liu, Gaurush Hiranandani, Kun Qian, Edward W. Huang, Yi Xu, Belinda Zeng, Karthik Subbian, Sheng Wang
- CIKM 2023
- Readers: Everyone
ForeSeer: Product Aspect Forecasting Using Temporal Graph Embedding
Zixuan Liu, Gaurush Hiranandani, Kun Qian, Eddie W. Huang, Yi Xu, Belinda Zeng, Karthik Subbian, Sheng Wang
- CoRR 2023
- Readers: Everyone
Quadratic Metric Elicitation for Fairness and Beyond
Gaurush Hiranandani, Jatin Mathur, Harikrishna Narasimhan, Oluwasanmi O Koyejo
- Published: 20 May 2022, Last Modified: 05 May 2023
- UAI 2022 Oral
- Readers: Everyone
Classification Performance Metric Elicitation and its Applications
Gaurush Hiranandani
- CoRR 2022
- Readers: Everyone

View all 35 publications

Co-Authors

View all 55 co-authors