Adel Javanmard
Orcid: 0000-0003-1934-8747Affiliations:
- University of Southern California, Department of Data Science and Operations Research, Los Angeles, CA USA
- Stanford University, CA, USA (PhD 2014)
According to our database1,
Adel Javanmard
authored at least 55 papers
between 2008 and 2024.
Collaborative distances:
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Bibliography
2024
CoRR, 2024
2023
Anonymous Learning via Look-Alike Clustering: A Precise Analysis of Model Generalization.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
2022
The curse of overparametrization in adversarial training: Precise analysis of robust generalization for random features regression.
CoRR, 2022
2021
Oper. Res., 2021
Adversarial robustness for latent models: Revisiting the robust-standard accuracies tradeoff.
CoRR, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
2020
Perturbation Bounds for Procrustes, Classical Scaling, and Trilateration, with Applications to Manifold Learning.
J. Mach. Learn. Res., 2020
CoRR, 2020
Multi-Product Dynamic Pricing in High-Dimensions with Heterogeneous Price Sensitivity.
Proceedings of the IEEE International Symposium on Information Theory, 2020
Proceedings of the Conference on Learning Theory, 2020
2019
Theoretical Insights Into the Optimization Landscape of Over-Parameterized Shallow Neural Networks.
IEEE Trans. Inf. Theory, 2019
New Computational and Statistical Aspects of Regularized Regression with Application to Rare Feature Selection and Aggregation.
CoRR, 2019
Multi-Product Dynamic Pricing in High-Dimensions with Heterogenous Price Sensitivity.
CoRR, 2019
onlineFDR: an R package to control the false discovery rate for growing data repositories.
Bioinform., 2019
2018
2017
J. Mach. Learn. Res., 2017
Novel probabilistic models of spatial genetic ancestry with applications to stratification correction in genome-wide association studies.
Bioinform., 2017
2016
CoRR, 2016
CoRR, 2016
2015
Nowhere-zero Unoriented Flows in Hamiltonian Graphs.
Ars Comb., 2015
Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015
2014
Hypothesis Testing in High-Dimensional Regression Under the Gaussian Random Design Model: Asymptotic Theory.
IEEE Trans. Inf. Theory, 2014
J. Mach. Learn. Res., 2014
2013
Information-Theoretically Optimal Compressed Sensing via Spatial Coupling and Approximate Message Passing.
IEEE Trans. Inf. Theory, 2013
Model Selection for High-Dimensional Regression under the Generalized Irrepresentability Condition.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the 51st Annual Allerton Conference on Communication, 2013
2012
State Evolution for General Approximate Message Passing Algorithms, with Applications to Spatial Coupling
CoRR, 2012
Versatile refresh: low complexity refresh scheduling for high-throughput multi-banked eDRAM.
Proceedings of the ACM SIGMETRICS/PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the 10th International Conference on Mobile Systems, 2012
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012
2011
Proceedings of the SIGMETRICS 2011, 2011
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
2010
2009
Mobility Modeling, Spatial Traffic Distribution, and Probability of Connectivity for Sparse and Dense Vehicular Ad Hoc Networks.
IEEE Trans. Veh. Technol., 2009
Analytical evaluation of average delay and maximum stable throughput along a typical two-way street for vehicular ad hoc networks in sparse situations.
Comput. Commun., 2009
2008
Estimating the mixing matrix in underdetermined Sparse Component Analysis (SCA) using consecutive independent component analysis (ICA).
Proceedings of the 2008 16th European Signal Processing Conference, 2008