A Single-Loop Gradient Descent and Perturbed Ascent Algorithm for Nonconvex Functional Constrained Optimization
- Songtao Lu
- 2022
- ICML 2022
Conference paper
Publications
3606 results for Mathematical Sciences
Beyond Worst-Case Analysis in Stochastic Approximation: Moment Estimation Improves Instance Complexity
- Jingzhao Zhang
- Hongzhou Lin
- et al.
- 2022
- ICML 2022
PosterTowards Understanding Convergence of Simultaneous Gradient Descent-Ascent in Minimax Optimization
- Haochuan Li
- Farzan Farnia
- et al.
- 2022
- ICML 2022
PosterUncovering signals of cell state transition using topological data analysis in single cell data
- Aldo Guzmán-Sáenz
- Kahn Rhrissorrakrai
- et al.
- 2022
- ISMB 2022
PosterAI-Based Real-Time Site-Wide Optimization for Process Manufacturing
- Jayant Kalagnanam
- Dzung T. Phan
- et al.
- 2022
- INFORMS Journal on Applied Analytics
PaperExplaining Artificial Intelligence Generation and Creativity: Human interpretability for novel ideas and artifacts
- Payel Das
- Lav R. Varshney
- 2022
- IEEE SPM
ReviewZeroth-Order Optimization for Composite Problems with Functional Constraints
- Zichong Li
- Pin-Yu Chen
- et al.
- 2022
- AAAI 2022
Conference paperEnhancing Counterfactual Classification Performance via Self-Training
- Ruijiang Gao
- Max Biggs
- et al.
- 2022
- AAAI 2022
Conference paperConstrained Prescriptive Trees via Column Generation
- Shivaram Subramanian
- Wei Sun
- et al.
- 2022
- AAAI 2022
Conference paperFederated Nearest Neighbor Classification with a Colony of Fruit-Flies
- Parikshit Ram
- Kaushik Sinha
- 2022
- AAAI 2022
Conference paper