Zollo, Thomas P

11 publications

ICML 2025 Adaptive Elicitation of Latent Information Using Natural Language Jimmy Wang, Thomas P Zollo, Richard Zemel, Hongseok Namkoong

ICLRW 2025 Adaptive Elicitation of Latent Information Using Natural Language Jimmy Wang, Thomas P Zollo, Richard Zemel, Hongseok Namkoong

NeurIPS 2025 Guiding LLM Decision-Making with Fairness Reward Models Zara Hall, Melanie Subbiah, Thomas P Zollo, Kathleen McKeown, Richard Zemel

ICLR 2025 PersonalLLM: Tailoring LLMs to Individual Preferences Thomas P Zollo, Andrew Wei Tung Siah, Naimeng Ye, Ang Li, Hongseok Namkoong

ICML 2025 QuEst: Enhancing Estimates of Quantile-Based Distributional Measures Using Model Predictions Zhun Deng, Thomas P Zollo, Benjamin Eyre, Amogh Inamdar, David Madras, Richard Zemel

TMLR 2025 Reliable and Responsible Foundation Models Xinyu Yang, Junlin Han, Rishi Bommasani, Jinqi Luo, Wenjie Qu, Wangchunshu Zhou, Adel Bibi, Xiyao Wang, Jaehong Yoon, Elias Stengel-Eskin, Shengbang Tong, Lingfeng Shen, Rafael Rafailov, Runjia Li, Zhaoyang Wang, Yiyang Zhou, Chenhang Cui, Yu Wang, Wenhao Zheng, Huichi Zhou, Jindong Gu, Zhaorun Chen, Peng Xia, Tony Lee, Thomas P Zollo, Vikash Sehwag, Jixuan Leng, Jiuhai Chen, Yuxin Wen, Huan Zhang, Zhun Deng, Linjun Zhang, Pavel Izmailov, Pang Wei Koh, Yulia Tsvetkov, Andrew Gordon Wilson, Jiaheng Zhang, James Zou, Cihang Xie, Hao Wang, Philip Torr, Julian McAuley, David Alvarez-Melis, Florian Tramèr, Kaidi Xu, Suman Jana, Chris Callison-Burch, Rene Vidal, Filippos Kokkinos, Mohit Bansal, Beidi Chen, Huaxiu Yao

ICLRW 2025 Towards Effective Discrimination Testing for Generative AI Thomas P Zollo, Nikita Rajaneesh, Richard Zemel, Talia B. Gillis, Emily Black

TMLR 2024 Improving Predictor Reliability with Selective Recalibration Thomas P Zollo, Zhun Deng, Jake Snell, Toniann Pitassi, Richard Zemel

NeurIPSW 2024 PersonalLLM: Tailoring LLMs to Individual Preferences Thomas P Zollo, Andrew Wei Tung Siah, Naimeng Ye, Ang Li, Hongseok Namkoong

ICLR 2024 Prompt Risk Control: A Rigorous Framework for Responsible Deployment of Large Language Models Thomas P Zollo, Todd Morrill, Zhun Deng, Jake Snell, Toniann Pitassi, Richard Zemel

ICLR 2023 Quantile Risk Control: A Flexible Framework for Bounding the Probability of High-Loss Predictions Jake Snell, Thomas P Zollo, Zhun Deng, Toniann Pitassi, Richard Zemel