Sotabase

Career

· Assistant Professor, UCLA2022–
· Postdoctoral Researcher, UC Berkeley2019–

Publications (30)

Learning Strategies in Decentralized Matching Markets under Uncertain Preferences
Journal of machine learning research · 2020
23
cited
Learning in Multi-Stage Decentralized Matching Markets
Neural Information Processing Systems · 2021
21
cited
Orthogonalized Kernel Debiased Machine Learning for Multimodal Data Analysis
Journal of the American Statistical Association · 2021
17
cited
Kernel Knockoffs Selection for Nonparametric Additive Models
Journal of the American Statistical Association · 2021
14
cited
Kernel Ordinary Differential Equations
Journal of the American Statistical Association · 2020
14
cited
Towards Theoretical Understanding of Large Batch Training in Stochastic Gradient Descent
arXiv.org · 2018
12
cited
On Large Batch Training and Sharp Minima: A Fokker–Planck Perspective
Journal of Statistical Theory and Practice · 2020
8
cited
Two-sided Competing Matching Recommendation Markets With Quota and Complementary Preferences Constraints
International Conference on Machine Learning · 2023
8
cited
Incentive-Aware Recommender Systems in Two-Sided Markets
Trans. Recomm. Syst. · 2022
7
cited
Another Look at Statistical Calibration: A Non-Asymptotic Theory and Prediction-Oriented Optimality
2018
5
cited
A synthesis of pathways linking diet, metabolic risk and cardiovascular disease: a framework to guide further research and approaches to evidence-based practice.
Nutrition research reviews · 2021
4
cited
Nonparametric Estimation via Partial Derivatives
2022
3
cited
Novel Schmitt trigger with wide temperature range
Wuhan University Journal of Natural Sciences · 2008
3
cited
Orthogonal Statistical Inference for Multimodal Data Analysis
2021
3
cited
Minimax Optimal Rates of Estimation in Functional ANOVA Models with Derivatives
2017
2
cited
Post-Regularization Confidence Bands for Ordinary Differential Equations
Journal of machine learning research · 2021
2
cited
HIGH-DIMENSIONAL VARYING COEFFICIENT MODELS FOR ALZHEIMER’S DISEASE DIAGNOSIS WITH LONGITUDINAL AND HETEROGENEOUS STRUCTURAL MR IMAGES
Alzheimer's & Dementia · 2018
1
cited
Minimax Optimal Rates of Estimation In Functional ANOVA Models When Data On Derivatives Are Available
2017
1
cited
Multi-Stage Decentralized Matching Markets: Uncertain Preferences and Strategic Behaviors
arXiv.org · 2021
1
cited
Robust multi-item auction design using statistical learning: Overcoming uncertainty in bidders' types distributions
arXiv.org · 2023
1
cited
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