Scholar
Kevin Tian
Google Scholar ID: busWvZkAAAAJ
Assistant Professor, University of Texas at Austin
Continuous optimization
Theoretical computer science
High-dimensional statistics
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Citations & Impact
All-time
Citations
1,320
H-index
23
i10-index
31
Publications
20
Co-authors
13
list available
Publications
21 items
Sample-Optimal Estimation of the Fréchet Inception Distance
2026
Cited
0
Gap-Free Streaming PCA Beyond Rank-One Updates: Near-Optimal Rates and Applications to Differential Privacy
2026
Cited
0
High-Magnetization Sampling at Low Temperatures: Ising Models and Bayesian Sparse Linear Regression
2026
Cited
0
Revisiting the Provable-Auditable Privacy Gap of DP-SGD
2026
Cited
0
The Tractability Landscape of Sampling with Inexact Scores
2026
Cited
0
Optimal Recalibration of an Online Predictor
2026
Cited
0
Total Variation Distance Estimation in Autoregressive Models
2026
Cited
0
On the Curse of Dimensionality in Private Sparse Covariance Estimation and PCA
2026
Cited
0
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Co-authors
11 total
Aaron Sidford
Stanford University
Arun Jambulapati
Postdoc, Simons Institute
Jerry Li
University of Washington
Yujia Jin
Stanford University
Yin Tat Lee
Paul G. Allen School of Computer Science & Engineering, University of Washington
Yair Carmon
Tel Aviv University
Yuchun Guo
Research Scientist, CSAIL, MIT
Haoyang Zeng
Xaira Theurapeutics
