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In‐Su Han

  1. Residence time and food contact time effects on transfer of Salmonella Typhimurium from tile, wood and carpet: testing the five-second rule
    2006/10/06 by Paul Dawson, In‐Su Han, Mandy M. Cox +2 · 1 voice · 3 citations
    Biochemistry, Genetics and Molecular Biology · Agricultural and Biological Sciences · #Listeria monocytogenes in Food Safety #Food Safety and Hygiene #Salmonella and Campylobacter epidemiology
  2. KDEformer: Accelerating Transformers via Kernel Density Estimation
    2023/02/05 by Amir Zandieh, Zandieh, Amir, In‐Su Han +5 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Data Structures and Algorithms (cs.DS) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
  3. Stochastic Chebyshev Gradient Descent for Spectral Optimization
    2018/02/18 by In‐Su Han, Haim Avron, Han, Insu +3 · 2 citations
    Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Machine Learning and ELM
  4. QJL: 1-Bit Quantized JL Transform for KV Cache Quantization with Zero Overhead
    2024/06/05 by Amir Zandieh, Zandieh, Amir, Majid Daliri +3 · 2 citations
    Computer Science · #Advanced Data Compression Techniques #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Error Correcting Code Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Performance (cs.PF)
  5. Scalable Sampling for Nonsymmetric Determinantal Point Processes
    2022/01/20 by In‐Su Han, Mike Gartrell, Han, Insu +7 · 1 citation
    Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Point processes and geometric inequalities #Random Matrices and Applications