Publications (29)
Robust Nonparametric Regression under Huber's $ε$-contamination Model
Simon S. Du, Yining Wang, Sivaraman Balakrishnan +2
Data Poisoning Attacks on Factorization-Based Collaborative Filtering
Bo Li, Yining Wang, Aarti Singh +1
Spectral Learning for Supervised Topic Models
Yong Ren, Yining Wang, Jun Zhu
An Optimal Policy for Dynamic Assortment Planning Under Uncapacitated Multinomial Logit Models
Xi Chen, Yining Wang, Yuan Zhou
Provably Correct Algorithms for Matrix Column Subset Selection with Selectively Sampled Data
Yining Wang, Aarti Singh
A Theoretical Analysis of Noisy Sparse Subspace Clustering on Dimensionality-Reduced Data
Yining Wang, Yu-Xiang Wang, Aarti Singh
Rate Optimal Estimation and Confidence Intervals for High-dimensional Regression with Missing Covariates
Yining Wang, Jialei Wang, Sivaraman Balakrishnan +1
On Computationally Tractable Selection of Experiments in Measurement-Constrained Regression Models
Yining Wang, Adams Wei Yu, Aarti Singh
Phrase Table as Recommendation Memory for Neural Machine Translation
Yang Zhao, Yining Wang, Jiajun Zhang +1
On Asymptotically Tight Tail Bounds for Sums of Geometric and Exponential Random Variables
Yaonan Jin, Yingkai Li, Yining Wang +1
Sequence Modeling via Segmentations
Chong Wang, Yining Wang, Po-Sen Huang +3
Graph Connectivity in Noisy Sparse Subspace Clustering
Yining Wang, Yu-Xiang Wang, Aarti Singh
Convergence Rates of Latent Topic Models Under Relaxed Identifiability Conditions
Yining Wang
Fe3O4@astragalus polysaccharide core-shell nanoparticles for iron deficiency anemia therapy and magnetic resonance imaging in vivo
Kai Wang, Lina Li, Xiaoguang Xu +7
Dynamic Assortment Optimization with Changing Contextual Information
Xi Chen, Yining Wang, Yuan Zhou
Near-Optimal Discrete Optimization for Experimental Design: A Regret Minimization Approach
Zeyuan Allen-Zhu, Yuanzhi Li, Aarti Singh +1
Towards Neural Machine Translation with Partially Aligned Corpora
Yining Wang, Yang Zhao, Jiajun Zhang +2
Efficient Load Sampling for Worst-Case Structural Analysis Under Force Location Uncertainty
Yining Wang, Erva Ulu, Aarti Singh +1
Word, Subword or Character? An Empirical Study of Granularity in Chinese-English NMT
Yining Wang, Long Zhou, Jiajun Zhang +1
A Theoretical Analysis of NDCG Type Ranking Measures
Yining Wang, Liwei Wang, Yuanzhi Li +3
Optimization of Smooth Functions with Noisy Observations: Local Minimax Rates
Yining Wang, Sivaraman Balakrishnan, Aarti Singh
Direct Learning to Rank and Rerank
Cynthia Rudin, Yining Wang
Fast and Guaranteed Tensor Decomposition via Sketching
Yining Wang, Hsiao-Yu Tung, Alexander Smola +1
A Note on a Tight Lower Bound for MNL-Bandit Assortment Selection Models
Xi Chen, Yining Wang
Noise-adaptive Margin-based Active Learning and Lower Bounds under Tsybakov Noise Condition
Yining Wang, Aarti Singh
Stochastic Zeroth-order Optimization in High Dimensions
Yining Wang, Simon Du, Sivaraman Balakrishnan +1
Non-stationary Stochastic Optimization under $L_{p,q}$-Variation Measures
Xi Chen, Yining Wang, Yu-Xiang Wang
Online and Differentially-Private Tensor Decomposition
Yining Wang, Animashree Anandkumar
How Many Samples are Needed to Estimate a Convolutional or Recurrent Neural Network?
Simon S. Du, Yining Wang, Xiyu Zhai +3