Sumanth Dathathri

1. Scalable watermarking for identifying large language model outputs
   2024/10/23 by Sumanth Dathathri, Abigail See, Sumedh Ghaisas +21 · 1 voice · 80 citations
   Computer Science · #Advanced Malware Detection Techniques #Topic Modeling #Internet Traffic Analysis and Secure E-voting
2. Scaling Language Models: Methods, Analysis & Insights from Training Gopher
   2021/12/08 by Jack W. Rae, Rae, Jack W., Sebastian Borgeaud +157 · 73 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
3. Improving alignment of dialogue agents via targeted human judgements
   2022/09/28 by Amelia Glaese, Nat McAleese, Glaese, Amelia +65 · 36 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
4. Robust Constrained Reinforcement Learning for Continuous Control with Model Misspecification
   2020/10/20 by Daniel J. Mankowitz, Mankowitz, Daniel J., Dan A. Calian +13 · 3 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Real-Time Systems Scheduling #Reinforcement Learning in Robotics #Smart Grid Energy Management
5. Enabling certification of verification-agnostic networks via memory-efficient semidefinite programming
   2020/10/22 by Sumanth Dathathri, Krishnamurthy Dvijotham, Dathathri, Sumanth +19 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Machine Learning and Algorithms #Physical Unclonable Functions (PUFs) and Hardware Security
6. Make Sure You're Unsure: A Framework for Verifying Probabilistic\n Specifications
   2021/02/18 by Leonard Berrada, Sumanth Dathathri, Berrada, Leonard +14 · 1 citation
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Fault Detection and Control Systems