Peng Wang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Stochastic Dynamic Programming

Principal Component Analysis

Subspace Clusters

Top Venues

Publications

Huikang Liu, Peng Wang, Longxiu Huang, Qing Qu, Laura Balzano
Symmetric Matrix Completion with ReLU Sampling. CoRR (2024)
Peng Wang, Huikang Liu, Anthony Man-Cho So
Linear Convergence of a Proximal Alternating Minimization Method with Extrapolation for \(\boldsymbol{\ell_1}\) -Norm Principal Component Analysis. SIAM J. Optim. 33 (2) (2023)
Jinxin Wang, Yuen-Man Pun, Xiaolu Wang, Peng Wang, Anthony Man-Cho So
Projected Tensor Power Method for Hypergraph Community Recovery. ICML (2023)
Xiaolu Wang, Peng Wang, Anthony Man-Cho So
Exact Community Recovery over Signed Graphs. AISTATS (2022)
Peng Wang, Zirui Zhou, Anthony Man-Cho So
Non-convex exact community recovery in stochastic block model. Math. Program. 195 (1) (2022)
Can Yaras, Peng Wang, Zhihui Zhu, Laura Balzano, Qing Qu
Neural Collapse with Normalized Features: A Geometric Analysis over the Riemannian Manifold. CoRR (2022)
Xiaolu Wang, Peng Wang, Anthony Man-Cho So
Exact Community Recovery over Signed Graphs. CoRR (2022)
Peng Wang, Huikang Liu, Anthony Man-Cho So, Laura Balzano
Convergence and Recovery Guarantees of the K-Subspaces Method for Subspace Clustering. ICML (2022)
Can Yaras, Peng Wang, Zhihui Zhu, Laura Balzano, Qing Qu
Neural Collapse with Normalized Features: A Geometric Analysis over the Riemannian Manifold. NeurIPS (2022)
Peng Wang, Huikang Liu, Zirui Zhou, Anthony Man-Cho So
Optimal Non-Convex Exact Recovery in Stochastic Block Model via Projected Power Method. ICML (2021)
Peng Wang, Zirui Zhou, Anthony Man-Cho So
A Nearly-Linear Time Algorithm for Exact Community Recovery in Stochastic Block Model. ICML (2020)
Huikang Liu, Peng Wang, Anthony Man-Cho So
Fast First-order Methods for the Massive Robust Multicast Beamforming Problem with Interference Temperature Constraints. ICASSP (2019)
Peng Wang, Huikang Liu, Anthony Man-Cho So
Globally Convergent Accelerated Proximal Alternating Maximization Method for L1-Principal Component Analysis. ICASSP (2019)