The Practical Challenges of Active Learning: Lessons Learned from Live Experimentation. - Jean-François Kagy; Tolga Kayadelen; Ji Ma; Afshin Rostamizadeh; Jana Strnadová (CoRR, 2019)

Vexation-Aware Active Learning for On-Menu Restaurant Dish Availability. - Jean-François Kagy; Flip Korn; Afshin Rostamizadeh; Chris Welty (KDD, 2022)

DistillSpec: Improving Speculative Decoding via Knowledge Distillation. - Yongchao Zhou; Kaifeng Lyu; Ankit Singh Rawat; Aditya Krishna Menon; Afshin Rostamizadeh; Sanjiv Kumar; Jean-François Kagy; Rishabh Agarwal (ICLR, 2024)

SpacTor-T5: Pre-training T5 Models with Span Corruption and Replaced Token Detection. - Ke Ye; Heinrich Jiang; Afshin Rostamizadeh; Ayan Chakrabarti; Giulia DeSalvo; Jean-François Kagy; Lazaros Karydas; Gui Citovsky; Sanjiv Kumar (CoRR, 2024)

No more hard prompts: SoftSRV prompting for synthetic data generation. - Giulia DeSalvo; Jean-François Kagy; Lazaros Karydas; Afshin Rostamizadeh; Sanjiv Kumar (CoRR, 2024)