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Lee, Jaewoo

  1. Scaling up Differentially Private Deep Learning with Fast Per-Example Gradient Clipping
    2020/09/07 by Lee, Jaewoo, Kifer, Daniel · 7 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  2. Concentrated Differentially Private Gradient Descent with Adaptive per-Iteration Privacy Budget
    2018/08/28 by Lee, Jaewoo, Kifer, Daniel · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  3. Concept-skill Transferability-based Data Selection for Large Vision-Language Models
    2024/06/16 by Jae Wook Lee, Boyang Li, Lee, Jaewoo +3 · 7 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Web Data Mining and Analysis
  4. GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning
    2024/05/27 by Jae-Woo Lee, Lee, Jaewoo, Sujin Yun +5 · 6 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robot Manipulation and Learning
  5. Gatemonium: A Voltage-Tunable Fluxonium
    2024/06/13 by Strickland, William M., Elfeky, Bassel Heiba, Baker, Lukas +6 · 4 citations
    #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
  6. Wasserstein Adversarial Transformer for Cloud Workload Prediction
    2022/03/12 by Arbat, Shivani, Jayakumar, Vinodh Kumaran, Lee, Jaewoo +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
  7. Revisiting Differentially Private Hypothesis Tests for Categorical Data
    2015/11/11 by Yue Wang, Wang, Yue, Jae Wook Lee +3 · 2 citations
    Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Methodology (stat.ME) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
  8. Differentially Private Confidence Intervals for Empirical Risk Minimization
    2018/04/11 by Yue Wang, Wang, Yue, Daniel Kifer +3 · 1 citation
    Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
  9. Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization
    2024/06/29 by Taeyoung Yun, Yun, Taeyoung, Sujin Yun +5 · 3 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Control and Dynamics of Mobile Robots #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotic Path Planning Algorithms #Vehicle Dynamics and Control Systems
  10. Harmony in Divergence: Towards Fast, Accurate, and Memory-efficient Zeroth-order LLM Fine-tuning
    2025/02/05 by Jun Liu, Tan, Qitao, Liu, Jun +8 · 5 citations
    Engineering · #Advanced Surface Polishing Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Electromagnetic Simulation and Numerical Methods #FOS: Computer and information sciences #Iterative Learning Control Systems #Machine Learning (cs.LG)
  11. Posterior Inference with Diffusion Models for High-dimensional Black-box Optimization
    2025/02/24 by Yun, Taeyoung, Om, Kiyoung, Lee, Jaewoo +2 · 4 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  12. Differentially Private Deep Learning with Direct Feedback Alignment
    2020/10/08 by Jae Wook Lee, Daniel Kifer, Lee, Jaewoo +1 · 2 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Adversarial Robustness in Machine Learning
  13. Microwave Andreev bound state spectroscopy in a semiconductor-based Planar Josephson junction
    2024/08/16 by Bassel Heiba Elfeky, Krishna Dindial, Elfeky, Bassel Heiba +29 · 1 citation
    Physics and Astronomy · #Atomic and Subatomic Physics Research #Cold Atom Physics and Bose-Einstein Condensates #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Quantum optics and atomic interactions