Ruoqi Shen

1. Positional Description Matters for Transformers Arithmetic
   2023/11/22 by Ruoqi Shen, Sébastien Bubeck, Shen, Ruoqi +9 · 1 voice · 10 citations
   Computer Science · #Numerical Methods and Algorithms #Topic Modeling #Mathematics, Computing, and Information Processing
2. The Randomized Midpoint Method for Log-Concave Sampling
   2019/09/12 by Ruoqi Shen, Shen, Ruoqi, Yin Tat Lee +1 · 10 citations
   Computer Science · Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Probability (math.PR)
3. Generalized Leverage Score Sampling for Neural Networks
   2020/09/21 by Jason D. Lee, Lee, Jason D., Ruoqi Shen +7 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and ELM #Stochastic Gradient Optimization Techniques
4. Sampling with Riemannian Hamiltonian Monte Carlo in a Constrained Space
   2022/02/03 by Yunbum Kook, Yin Tat Lee, Kook, Yunbum +5 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Medicine · #Bioinformatics and Genomic Networks #Data Structures and Algorithms (cs.DS) #Diet and metabolism studies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Single-cell and spatial transcriptomics
5. Private Convex Optimization in General Norms
   2022/07/18 by Sivakanth Gopi, Yin Tat Lee, Gopi, Sivakanth +7 · 1 citation
   Computer Science · Medicine · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Pharmacological Effects and Toxicity Studies #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques