Liu, Keli

1. There is No VAE: End-to-End Pixel-Space Generative Modeling via Self-Supervised Pre-training
   2025/10/14 by Jiachen Lei, Lei, Jiachen, K. Y. Liu +11 · 8 citations
   Computer Science · #Medical Image Segmentation Techniques #Computer Graphics and Visualization Techniques #Image Processing and 3D Reconstruction
2. More powerful post-selection inference, with application to the Lasso
   2018/01/27 by Keli Liu, Liu, Keli, Jelena Markovic +3 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Gene expression and cancer classification #Methodology (stat.ME) #Statistical Methods and Inference
3. Taming Nonconvexity in Kernel Feature Selection -- Favorable Properties of the Laplace Kernel
   2021/06/17 by Ruan, Feng, Liu, Keli, Jordan, Michael I. · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
4. On the Self-Penalization Phenomenon in Feature Selection
   2021/10/12 by Jordan, Michael I., Liu, Keli, Ruan, Feng · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)