Anton Tsitsulin
Graphs, ML, math, data.
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Unsupervised Embedding Quality Evaluation
Marina Munkhoeva
Topology, Algebra, and Geometry in Machine Learning (2023)
HUGE: Huge Unsupervised Graph Embeddings with TPUs
SIGKDD Conference on Knowledge Discovery and Data Mining, ACM (2023) (to appear)
Tackling Provably Hard Representative Selection via Graph Neural Networks
Transactions on Machine Learning Research (2023)
GraphWorld: Fake Graphs Bring Real Insights for GNNs
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (2022)
Differentially Private Graph Learning via Sensitivity-Bounded Personalized PageRank
Advances in Neural Information Processing Systems (2022)
