Adel Javanmard
16 catalog papers. Identity-linked publications and additional name matches are distinguished below.
ORCID: 0000-0003-1934-8747
Data Sciences and Operations Department, Marshall School of Business, University of Southern California
Publications
- Controlling the False Split Rate in Tree-Based Aggregation — Journal of the American Statistical Association 2025
- Prediction sets for high-dimensional mixture of experts models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2025
- Adversarial Robustness for Latent Models: Revisiting the Robust-Standard Accuracies Tradeoff — Operations Research 2024
- Structured Dynamic Pricing: Optimal Regret in a Global Shrinkage Model — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
- The curse of overparametrization in adversarial training: Precise analysis of robust generalization for random features regression — The Annals of Statistics 2024
- GRASP: a goodness-of-fit test for classification learning — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2024
- Online Debiasing for Adaptively Collected High-Dimensional Data With Applications to Time Series Analysis — Journal of the American Statistical Association 2023
- Precise statistical analysis of classification accuracies for adversarial training — The Annals of Statistics 2022
- Dynamic Incentive-Aware Learning: Robust Pricing in Contextual Auctions — Operations Research 2021
- Analysis of a two-layer neural network via displacement convexity — The Annals of Statistics 2020
- Perturbation Bounds for Procrustes, Classical Scaling, and Trilateration, with Applications to Manifold Learning — Journal of Machine Learning Research 2020 (name-matched, not ORCID-linked)
- A flexible framework for hypothesis testing in high dimensions — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2020
- Dynamic Pricing in High-dimensions — Journal of Machine Learning Research 2019 (name-matched, not ORCID-linked)
- Online rules for control of false discovery rate and false discovery exceedance — The Annals of Statistics 2018
- Perishability of Data: Dynamic Pricing under Varying-Coefficient Models — Journal of Machine Learning Research 2017 (name-matched, not ORCID-linked)
- Confidence Intervals and Hypothesis Testing for High-Dimensional Regression — Journal of Machine Learning Research 2014 (name-matched, not ORCID-linked)