Adel Javanmard

Yashodhan Kanoria, Adel Javanmard, Andrea Montanari, 2011, 2011 Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers (ASILOMAR).

Model Selection for High-Dimensional Regression under the Generalized Irrepresentability Condition

Adel Javanmard, Andrea Montanari, Adel Javanmard, 2013, NIPS.

False Discovery Rate Control via Debiased Lasso pdf

Adel Javanmard, Hamid Javadi, Adel Javanmard, 2018, Electronic Journal of Statistics.

Hypothesis Testing in High-Dimensional Regression Under the Gaussian Random Design Model: Asymptotic Theory

Adel Javanmard, Andrea Montanari, Adel Javanmard, 2013, IEEE Transactions on Information Theory.

Dynamic Incentive-Aware Learning: Robust Pricing in Contextual Auctions

Adel Javanmard, Vahab Mirrokni, Negin Golrezaei, 2018, NeurIPS.

onlineFDR: an R package to control the false discovery rate for growing data repositories

Adel Javanmard, Natasha A Karp, David S Robertson, 2019, Bioinform..

Mobility Modeling, Spatial Traffic Distribution, and Probability of Connectivity for Sparse and Dense Vehicular Ad Hoc Networks

Adel Javanmard, Maziyar Hamdi, Farid Ashtiani, 2009, IEEE Transactions on Vehicular Technology.

Information-Theoretically Optimal Compressed Sensing via Spatial Coupling and Approximate Message Passing

Adel Javanmard, Andrea Montanari, David L. Donoho, 2011, IEEE Transactions on Information Theory.

Multi-Product Dynamic Pricing in High-Dimensions with Heterogeneous Price Sensitivity

Adel Javanmard, Hamid Nazerzadeh, Simeng Shao, 2019, 2020 IEEE International Symposium on Information Theory (ISIT).

Subsampling at information theoretically optimal rates

Adel Javanmard, Andrea Montanari, Adel Javanmard, 2012, 2012 IEEE International Symposium on Information Theory Proceedings.

The minimax risk of truncated series estimators for symmetric convex polytopes

Adel Javanmard, Li Zhang, Adel Javanmard, 2012, 2012 IEEE International Symposium on Information Theory Proceedings.

Analytical evaluation of average delay and maximum stable throughput along a typical two-way street for vehicular ad hoc networks in sparse situations

Adel Javanmard, Farid Ashtiani, 2009, Comput. Commun..

Precise Tradeoffs in Adversarial Training for Linear Regression

Adel Javanmard, Mahdi Soltanolkotabi, Hamed Hassani, 2020, COLT.

Zero-Sum Flows in Regular Graphs

Saieed Akbari, Adel Javanmard, Abbas Mehrabian, 2010, Graphs Comb..

Online Debiasing for Adaptively Collected High-dimensional Data pdf

Adel Javanmard, Mohammad Mehrabi, Yash Deshpande, 2019, ArXiv.

Versatile refresh: low complexity refresh scheduling for high-throughput multi-banked eDRAM

Adel Javanmard, Yi Lu, Mohammad Alizadeh, 2012, SIGMETRICS '12.

Confidence intervals and hypothesis testing for high-dimensional regression pdf

Adel Javanmard, Andrea Montanari, Adel Javanmard, 2013, J. Mach. Learn. Res..

On Online Control of False Discovery Rate pdf

Adel Javanmard, Andrea Montanari, Adel Javanmard, 2015, ArXiv.

Precise Statistical Analysis of Classification Accuracies for Adversarial Training pdf

Adel Javanmard, Mahdi Soltanolkotabi, 2020, ArXiv.

Phase transitions in semidefinite relaxations

Adel Javanmard, Andrea Montanari, Federico Ricci-Tersenghi, 2015, Proceedings of the National Academy of Sciences.

Poster: multi-track map matching

Adel Javanmard, Li Zhang, Maya Haridasan, 2012, MobiSys '12.

Analysis of DCTCP: stability, convergence, and fairness

Adel Javanmard, Balaji Prabhakar, Mohammad Alizadeh, 2011, SIGMETRICS.

Analysis of a Two-Layer Neural Network via Displacement Convexity pdf

Adel Javanmard, Andrea Montanari, Marco Mondelli, 2019, The Annals of Statistics.

Dynamic Incentive-Aware Learning: Robust Pricing in Contextual Auctions

Adel Javanmard, Vahab Mirrokni, Negin Golrezaei, 2020 .

A flexible framework for hypothesis testing in high dimensions pdf

Adel Javanmard, Jason D. Lee, J. Lee, 2017, Journal of the Royal Statistical Society: Series B (Statistical Methodology).

Efficient Reinforcement Learning for High Dimensional Linear Quadratic Systems

Adel Javanmard, Benjamin Van Roy, Morteza Ibrahimi, 2012, NIPS.

Learning Linear Bayesian Networks with Latent Variables

Adel Javanmard, Anima Anandkumar, Sham M. Kakade, 2012, ICML.

Multi-track map matching

Adel Javanmard, Li Zhang, Maya Haridasan, 2012, SIGSPATIAL/GIS.

Localization from incomplete noisy distance measurements

Adel Javanmard, Andrea Montanari, 2011, ISIT.

Novel probabilistic models of spatial genetic ancestry with applications to stratification correction in genome‐wide association studies

Adel Javanmard, David Tse, Thomas A. Courtade, 2016, Bioinform..

1-bit matrix completion under exact low-rank constraint

Adel Javanmard, Sonia A. Bhaskar, 2015, 2015 49th Annual Conference on Information Sciences and Systems (CISS).

Online Rules for Control of False Discovery Rate and False Discovery Exceedance pdf

Adel Javanmard, Andrea Montanari, Adel Javanmard, 2016, ArXiv.

Estimating the mixing matrix in underdetermined Sparse Component Analysis (SCA) using consecutive independent component analysis (ICA)

Adel Javanmard, Christian Jutten, Massoud Babaie-Zadeh, 2008, 2008 16th European Signal Processing Conference.

State Evolution for General Approximate Message Passing Algorithms, with Applications to Spatial Coupling pdf

Adel Javanmard, Andrea Montanari, Adel Javanmard, 2012, ArXiv.

Learning Topic Models and Latent Bayesian Networks Under Expansion Constraints

Adel Javanmard, Sham M. Kakade, Daniel J. Hsu, 2012, 1209.5350.

Confidence Intervals and Hypothesis Testing for High-Dimensional Statistical Models

Adel Javanmard, Andrea Montanari, Adel Javanmard, 2013 .

New Computational and Statistical Aspects of Regularized Regression with Application to Rare Feature Selection and Aggregation pdf

Adel Javanmard, Maryam Fazel, Amin Jalali, 2019, ArXiv.

Pearson Chi-squared Conditional Randomization Test

Adel Javanmard, Mohammad Mehrabi, Adel Javanmard, 2021, 2111.00027.

The curse of overparametrization in adversarial training: Precise analysis of robust generalization for random features regression pdf

Adel Javanmard, Hamed Hassani, Adel Javanmard, 2022, ArXiv.

Adversarial robustness for latent models: Revisiting the robust-standard accuracies tradeoff pdf

Adel Javanmard, Mohammad Mehrabi, 2021, ArXiv.

Controlling the False Split Rate in Tree-Based Aggregation pdf

Adel Javanmard, Jacob Bien, Simeng Shao, 2021, ArXiv.