Chris Jermaine

1. Prompt Tuning Strikes Back: Customizing Foundation Models with Low-Rank Prompt Adaptation
   2024/05/24 by Abhinav Jain, Swarat Chaudhuri, Jain, Abhinav +5 · 4 citations
   Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Simulation Techniques and Applications
2. Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout
   2022/10/28 by Chen Dun, Dun, Chen, Mirian Hipolito +7 · 2 citations
   Computer Science · #Age of Information Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
3. PlinyCompute: A Platform for High-Performance, Distributed, Data-Intensive Tool Development
   2017/11/15 by Jia Zou, Zou, Jia, Ross Barnett +15 · 1 citation
   Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #Databases (cs.DB) #Distributed #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
4. Pangea: Monolithic Distributed Storage for Data Analytics
   2018/08/18 by Jia Zou, Zou, Jia, Arun Iyengar +3 · 1 citation
   Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #Parallel Computing and Optimization Techniques
5. Federated Learning Over Images: Vertical Decompositions and Pre-Trained Backbones Are Difficult to Beat
   2023/09/06 by Erdong Hu, Hu, Erdong, Yuxin Tang +5 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
6. Finding Likely Errors with Bayesian Specifications
   2017/03/04 by Vijayaraghavan Murali, Murali, Vijayaraghavan, Swarat Chaudhuri +3 · 1 citation
   Computer Science · #Software Engineering Research #Advanced Malware Detection Techniques #Software Testing and Debugging Techniques