Orecchia, Lorenzo

9 publications

ICML 2024 Fast Algorithms for Hypergraph PageRank with Applications to Semi-Supervised Learning Konstantinos Ameranis, Adela Frances Depavia, Lorenzo Orecchia, Erasmo Tani

COLT 2024 Top-$k$ Ranking with a Monotone Adversary Yuepeng Yang, Antares Chen, Lorenzo Orecchia, Cong Ma

NeurIPS 2024 Training Binary Neural Networks via Gaussian Variational Inference and Low-Rank Semidefinite Programming Lorenzo Orecchia, Jiawei Hu, Xue He, Zhe Wang, Xulei Yang, Min Wu, Xue Geng

ICML 2022 Practical Almost-Linear-Time Approximation Algorithms for Hybrid and Overlapping Graph Clustering Lorenzo Orecchia, Konstantinos Ameranis, Charalampos Tsourakakis, Kunal Talwar

ICML 2018 Alternating Randomized Block Coordinate Descent Jelena Diakonikolas, Lorenzo Orecchia

ICML 2018 On Acceleration with Noise-Corrupted Gradients Michael Cohen, Jelena Diakonikolas, Lorenzo Orecchia

ICML 2017 Connected Subgraph Detection with Mirror Descent on SDPs Cem Aksoylar, Lorenzo Orecchia, Venkatesh Saligrama

JMLR 2012 A Local Spectral Method for Graphs: With Applications to Improving Graph Partitions and Exploring Data Graphs Locally Michael W. Mahoney, Lorenzo Orecchia, Nisheeth K. Vishnoi

ICML 2011 Implementing Regularization Implicitly via Approximate Eigenvector Computation Michael W. Mahoney, Lorenzo Orecchia