Linjian Ma

1. Cost-efficient Gaussian Tensor Network Embeddings for Tensor-structured Inputs
   2022/05/26 by Linjian Ma, Edgar Solomonik, Ma, Linjian +1 · 3 citations
   Computer Science · Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Parallel Computing and Optimization Techniques #Tensor decomposition and applications
2. Low Rank Approximation in Simulations of Quantum Algorithms
   2021/04/23 by Linjian Ma, Chao Yang, Ma, Linjian +1 · 2 citations
   Computer Science · Mathematics · #Quantum Computing Algorithms and Architecture #Tensor decomposition and applications #Parallel Computing and Optimization Techniques
3. LEAP: Learnable Pruning for Transformer-based Models
   2021/05/30 by Zhewei Yao, Xiaoxia Wu, Yao, Zhewei +11 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
4. Efficient parallel CP decomposition with pairwise perturbation and multi-sweep dimension tree
   2020/10/22 by Linjian Ma, Ma, Linjian, Edgar Solomonik +1 · 1 citation
   Computer Science · Mathematics · #Algorithms and Data Compression #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Numerical Analysis (math.NA) #Parallel #Parallel Computing and Optimization Techniques #Tensor decomposition and applications #and Cluster Computing (cs.DC)