Publications

3602 results for Mathematical Sciences

On the Convergence and Sample Complexity Analysis of Deep Q-Networks with epsilon-Greedy Exploration
- - Shuai Zhang
  - Hongkang Li
  - et al.
- 2023
- NeurIPS 2023
Conference paper
Model Sparsity Can Simplify Machine Unlearning
- - Jinghan Jia
  - Jiancheng Liu
  - et al.
- 2023
- NeurIPS 2023
Conference paper
An Alternating Optimization Method for Bilevel Problems under the Polyak-Łojasiewicz Condition
- - Quan Xiao
  - Songtao Lu
  - et al.
- 2023
- NeurIPS 2023
Conference paper
On the Convergence to a Global Solution of Shuffling-Type Gradient Algorithms
- - Lam Nguyen
  - Trang H. Tran
- 2023
- NeurIPS 2023
Conference paper
Near-Optimal Algorithms for Gaussians with Huber Contamination: Mean Estimation and Linear Regression
- - Ilias Diakonikolas
  - Daniel Kane
  - et al.
- 2023
- NeurIPS 2023
Conference paper
A Spectral Algorithm for List-Decodable Covariance Estimation in Relative Frobenius Norm
- - Ilias Diakonikolas
  - Daniel Kane
  - et al.
- 2023
- NeurIPS 2023
Conference paper
SLM: A Smoothed First-Order Lagrangian Method for Structured Constrained Nonconvex Optimization
- - Songtao Lu
- 2023
- NeurIPS 2023
Conference paper
Stochastic FISTA Step Search Algorithm for Convex Optimization
- - Trang H. Tran
  - Lam Nguyen
  - et al.
- 2023
- NeurIPS 2023
Workshop paper
On Representations of Mean-Field Variational Inference
- - Soumyadip Ghosh
  - Yingdong Lu
  - et al.
- 2023
- NeurIPS 2023
Workshop paper
Sequential data-consistent model inversion
- - Tim Rumbell
  - Catherine Wanjiru
  - et al.
- 2023
- NeurIPS 2023
Workshop paper