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2025-07-12 Saturday

Zhicheng Room (UTC+8) 2025-07-12 Local Time

13:30-15:10 (UTC+8) 13:30-15:10 Local Time | CS014: Advances in High-Dimensional Learning and Optimization
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 13:30-13:50 13:30-13:50 Contributed Talk

Fundamental Bias in Inverting Random Sampling Matrices with Application to Sub-sampled Newton

Zhenyu Liao Huazhong Universityf of Science and Technology
2 13:50-14:10 13:50-14:10 Contributed Talk

Deep batch learning in high-dimensional nonparametric contextual bandits

Zhaohui Xu University of Science and Technology
3 14:10-14:30 14:10-14:30 Contributed Talk

Kernel Ridge Regression with Predicted Feature Inputs and Applications to Factor-Based Nonparametric Regression

Chao Wang Shanghai University of Finance and Economics
4 14:30-14:50 14:30-14:50 Contributed Talk

Random k conditional nearest neighbor for high-dimensional data

JIAXUAN LU Western University
5 14:50-15:10 14:50-15:10 Contributed Talk

Optimal and exact recovery on general non-uniform Hypergraph Stochastic Block Model

Haixiao Wang University of California, San Diego
15:30-17:10 (UTC+8) 15:30-17:10 Local Time | IS089: Statistics for Reliable AI
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 15:30-16:03 15:30-16:03 Invited Talk

MAP: Multi-Human-Value Alignment Palette for Safe and Personalized Generative AI

Jie Ding University of Minnesota
2 16:03-16:36 16:03-16:36 Invited Talk

Adversarial Learning for Nonparametric Regression: Minimax Rate and Adaptive Estimation

Jingfu Peng Tsinghua University
3 16:36-17:10 16:36-17:10 Invited Talk

Greedy Algorithms for High-Dimensional Generalized Linear UnderCovariate Shift

Ching-Kang Ing National Tsing Hua University