Snell, Jake C.

1. Prompt Risk Control: A Rigorous Framework for Responsible Deployment of Large Language Models
   2023/11/22 by Thomas P. Zollo, Zollo, Thomas P., Todd Morrill +9 · 3 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech and dialogue systems #Topic Modeling
2. Im-Promptu: In-Context Composition from Image Prompts
   2023/05/26 by Bhishma Dedhia, Michael Chang, Dedhia, Bhishma +7 · 2 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
3. Quantile Risk Control: A Flexible Framework for Bounding the Probability of High-Loss Predictions
   2022/12/27 by Snell, Jake C., Zollo, Thomas P., Deng, Zhun +2 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Implicit Maximum a Posteriori Filtering via Adaptive Optimization
   2023/11/17 by Gianluca M. Bencomo, Bencomo, Gianluca M., Jake C. Snell +3 · 1 citation
   Computer Science · #FOS: Computer and information sciences #FOS: Electrical engineering #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Systems and Control (eess.SY) #Target Tracking and Data Fusion in Sensor Networks #electronic engineering #information engineering
5. Improving Predictor Reliability with Selective Recalibration
   2024/10/07 by Thomas P. Zollo, Zhun Deng, Zollo, Thomas P. +7 · 2 citations
   Engineering · #Fault Detection and Control Systems
6. Conformal Prediction as Bayesian Quadrature
   2025/02/18 by Snell, Jake C., Griffiths, Thomas L. · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Distribution-Free Statistical Dispersion Control for Societal Applications
   2023/09/25 by Zhun Deng, Thomas P. Zollo, Deng, Zhun +7 · 1 citation
   Social Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Misinformation and Its Impacts