AV

Adrian Vladu

0009-0006-1169-3158

cs.DScs.LGmath.OCstat.MLcs.AIcs.CRcs.DCcs.DMcs.NEEpigenesis, Genetic

On Valency

published · living versions

Towards Deep Learning Models Resistant to Adversarial Attacks

with Aleksander Madry, Aleksandar Makelov, Ludwig Schmidt, Dimitris Tsipras

1 version

W_ptuufswfv1 · current

Newton Steps are Faster for Linear Complementarity Problems

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Preprints & journals

31 papers in the corpus · 2013–2026

Solving Positive Linear Programs with Differential Privacy

Alina Ene, Huy Le Nguyen, Ta Duy Nguyen et al.

0 citations

2604.26838v22026arXiv

Quasi-Self-Concordant Optimization with Lewis Weights

Alina Ene, Ta Duy Nguyen, Adrian Vladu

0 citations

2510.22088v12025arXiv

Adaptive Sparsification for Linear Programming

'Etienne Objois, Adrian Vladu

0 citations

2510.08348v12025arXiv

Improved $\ell_{p}$ Regression via Iteratively Reweighted Least Squares

Alina Ene, Ta Duy Nguyen, Adrian Vladu

0 citations

2510.01729v12025arXiv

Fixed-Parameter Tractable Submodular Maximization over a Matroid

Shamisa Nematollahi, Adrian Vladu, Junyao Zhao

0 citations

2509.01591v12025arXiv

Solving Linear Programs with Differential Privacy

Alina Ene, Huy Le Nguyen, Ta Duy Nguyen et al.

0 citations

2507.10946v12025arXiv

Breaking the Barrier of Self-Concordant Barriers: Faster Interior Point Methods for M-Matrices

Adrian Vladu

1 citation

2504.20619v12025arXiv

Approximating $q \rightarrow p$ Norms of Non-Negative Matrices in Nearly-Linear Time

'Etienne Objois, Adrian Vladu

0 citations

2503.19553v12025arXiv

Interior Point Methods with a Gradient Oracle

Adrian Vladu

1 citation

2304.04550v12023arXiv

Quantized Distributed Training of Large Models with Convergence Guarantees

Ilia Markov, Adrian Vladu, Qi Guo et al.

5 citations

2302.02390v12023arXiv

Discrepancy Minimization via Regularization

Lucas Pesenti, Adrian Vladu

2 citations

2211.05509v22022arXiv

CrAM: A Compression-Aware Minimizer

Alexandra Peste, Adrian Vladu, Eldar Kurtic et al.

1 citation

2207.14200v42022arXiv

Faster Sparse Minimum Cost Flow by Electrical Flow Localization

Kyriakos Axiotis, Aleksander Madry, Adrian Vladu

16 citations

2111.10368v12021arXiv

AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks

Alexandra Peste, Eugenia Iofinova, Adrian Vladu et al.

13 citations

2106.12379v22021arXiv

Decomposable Submodular Function Minimization via Maximum Flow

Kyriakos Axiotis, Adam Karczmarz, Anish Mukherjee et al.

4 citations

2103.03868v12021arXiv

Projection-Free Bandit Optimization with Privacy Guarantees

Alina Ene, Huy L. Nguyen, Adrian Vladu

2 citations

2012.12138v12020arXiv

Adaptive Gradient Methods for Constrained Convex Optimization and Variational Inequalities

Alina Ene, Huy L. Nguyen, Adrian Vladu

10 citations

2007.08840v32020arXiv

Circulation Control for Faster Minimum Cost Flow in Unit-Capacity Graphs

Kyriakos Axiotis, Aleksander Madry, Adrian Vladu

41 citations

2003.04863v22020arXiv

Improved Convergence for $\ell_\infty$ and $\ell_1$ Regression via Iteratively Reweighted Least Squares

Alina Ene, Adrian Vladu

0 citations

1902.06391v22019arXiv

A Parallel Double Greedy Algorithm for Submodular Maximization

Alina Ene, Huy L. Nguyen, Adrian Vladu

6 citations

1812.01591v12018arXiv

Submodular Maximization with Matroid and Packing Constraints in Parallel

Alina Ene, Huy L. Nguyen, Adrian Vladu

36 citations

1808.09987v22018arXiv

Towards Deep Learning Models Resistant to Adversarial Attacks

Aleksander Madry, Aleksandar Makelov, Ludwig Schmidt et al.

4,069 citations

1706.06083v42017arXiv

Matrix Scaling and Balancing via Box Constrained Newton's Method and Interior Point Methods

Michael B. Cohen, Aleksander Madry, Dimitris Tsipras et al.

82 citations

1704.02310v22017arXiv

Phenotypic Profiling Reveals that Candida albicans Opaque Cells Represent a Metabolically Specialized Cell State Compared to Default White Cells.

Ene, Iuliana V, Lohse, Matthew B, Vladu, Adrian V et al.

51 citations

278793292017mBio. 2016;7(6)

Almost-Linear-Time Algorithms for Markov Chains and New Spectral Primitives for Directed Graphs

Michael B. Cohen, Jonathan Kelner, John Peebles et al.

61 citations

1611.00755v12016arXiv

Multidimensional Binary Search for Contextual Decision-Making

Ilan Lobel, Renato Paes Leme, Adrian Vladu

33 citations

1611.00829v22016arXiv

Faster Algorithms for Computing the Stationary Distribution, Simulating Random Walks, and More

Michael B. Cohen, Jon Kelner, John Peebles et al.

49 citations

1608.03270v22016arXiv

Negative-Weight Shortest Paths and Unit Capacity Minimum Cost Flow in $\tilde{O}(m^{10/7} \log W)$ Time

Michael B. Cohen, Aleksander Madry, Piotr Sankowski et al.

0 citations

1605.01717v32016arXiv

Tight Bounds for Approximate Carathéodory and Beyond

Vahab Mirrokni, Renato Paes Leme, Adrian Vladu et al.

14 citations

1512.08602v12015arXiv

How to Elect a Leader Faster than a Tournament

Dan Alistarh, Rati Gelashvili, Adrian Vladu

5 citations

1411.1001v22014arXiv

Improved Parallel Algorithms for Spanners and Hopsets

Gary L. Miller, Richard Peng, Adrian Vladu et al.

69 citations

1309.3545v32013arXiv

Career total: 48 works. 31 are in this corpus.

Profile built from the corpus for this byline.

48

works

4,658

citations

15

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