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Weisfeiler-Leman at the margin: When more expressivity matters
Billy J. Franks, Christopher Morris, Ameya Velingker, Floris Geerts
उद्धृत करें arXiv
Locality-Aware Graph-Rewiring in GNNs
Federico Barbero, Ameya Velingker, Amin Saberi, Michael Bronstein, Francesco Di Giovanni
उद्धृत करें arXiv
Affinity-Aware Graph Networks
Ameya Velingker, Ali Kemal Sinop, Ira Ktena, Petar Veličković, Sreenivas Gollapudi
उद्धृत करें वीडियो arXiv URL
Exphormer: Sparse Transformers for Graphs
Hamed Shirzad, Ameya Velingker, Balaji Venkatachalam, Danica J. Sutherland, Ali Kemal Sinop
उद्धृत करें कोड वीडियो arXiv URL
Fast (1+ε)-Approximation Algorithms for Binary Matrix Factorization
Ameya Velingker, Maximilian Vötsch, David P. Woodruff, Samson Zhou
उद्धृत करें वीडियो arXiv URL
Linear space streaming lower bounds for approximating CSPs
Chi-Ning Chou, Alexander Golovnev, Madhu Sudan, Ameya Velingker, Santhoshini Velusamy
उद्धृत करें वीडियो arXiv ECCC URL
Private Robust Estimation by Stabilizing Convex Relaxations
Pravesh Kothari, Pasin Manurangsi, Ameya Velingker
उद्धृत करें arXiv URL
On the Power of Multiple Anonymous Messages: Frequency Estimation and Selection in the Shuffle Model of Differential Privacy
Badih Ghazi, Noah Golowich, Ravi Kumar, Rasmus Pagh, Ameya Velingker
उद्धृत करें वीडियो arXiv IACR URL
Scaling up Kernel Ridge Regression via Locality Sensitive Hashing
Michael Kapralov, Navid Nouri, Ilya P. Razenshteyn, Ameya Velingker, Amir Zandieh
उद्धृत करें arXiv URL
Pure Differentially Private Summation from Anonymous Messages
Badih Ghazi, Noah Golowich, Ravi Kumar, Pasin Manurangsi, Rasmus Pagh, Ameya Velingker
उद्धृत करें arXiv URL