Le, Thien

1. Limits, approximation and size transferability for GNNs on sparse graphs via graphops
   2023/06/07 by Thien Le, Stefanie Jegelka, Le, Thien +1 · 2 citations
   Computer Science · Materials Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning in Materials Science #Social and Information Networks (cs.SI)
2. Training invariances and the low-rank phenomenon: beyond linear networks
   2022/01/28 by Le, Thien, Jegelka, Stefanie · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
3. A Poincaré Inequality and Consistency Results for Signal Sampling on Large Graphs
   2023/11/17 by Thien Le, Le, Thien, Luana Ruiz +3 · 1 citation
   Computer Science · Physics and Astronomy · Biochemistry, Genetics and Molecular Biology · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Bioinformatics and Genomic Networks
4. On the hardness of learning under symmetries
   2024/01/03 by Kiani, Bobak T., Le, Thien, Lawrence, Hannah +2 · 1 citation
   #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)