Ilias Diakonikolas
University of Wisconsin-Madison
H-index: 47
North America-United States
Top articles of Ilias Diakonikolas
Super Non-singular Decompositions of Polynomials and their Application to Robustly Learning Low-degree PTFs
arXiv preprint arXiv:2404.00529
2024/3/31
Robust Sparse Estimation for Gaussians with Optimal Error under Huber Contamination
arXiv preprint arXiv:2403.10416
2024/3/15
Ilias Diakonikolas
H-Index: 34
Ankit Pensia
H-Index: 4
Statistical Query Lower Bounds for Learning Truncated Gaussians
arXiv preprint arXiv:2403.02300
2024/3/4
Ilias Diakonikolas
H-Index: 34
Nikos Zarifis
H-Index: 4
Robustly Learning Single-Index Models via Alignment Sharpness
arXiv preprint arXiv:2402.17756
2024/2/27
Near-Optimal Algorithms for Gaussians with Huber Contamination: Mean Estimation and Linear Regression
2023/12
SQ Lower Bounds for Non-Gaussian Component Analysis with Weaker Assumptions
Advances in Neural Information Processing Systems
2024/2/13
Robust Second-Order Nonconvex Optimization and Its Application to Low Rank Matrix Sensing
Advances in Neural Information Processing Systems
2024/2/13
Yu Cheng
H-Index: 12
Ilias Diakonikolas
H-Index: 34
Jelena Diakonikolas
H-Index: 14
Rong Ge
H-Index: 18
Stephen Wright
H-Index: 40
First Order Stochastic Optimization with Oblivious Noise
Advances in Neural Information Processing Systems
2024/2/13
Ilias Diakonikolas
H-Index: 34
Christos Tzamos
H-Index: 16
SQ lower bounds for learning mixtures of linear classifiers
Advances in Neural Information Processing Systems
2024/2/13
Near-Optimal Bounds for Learning Gaussian Halfspaces with Random Classification Noise
Advances in Neural Information Processing Systems
2024/2/13
Ilias Diakonikolas
H-Index: 34
Jelena Diakonikolas
H-Index: 14
Daniel Kane
H-Index: 15
Nikos Zarifis
H-Index: 4
Efficient testable learning of halfspaces with adversarial label noise
Advances in Neural Information Processing Systems
2024/2/13
Ilias Diakonikolas
H-Index: 34
Daniel Kane
H-Index: 15
Vasilis Kontonis
H-Index: 5
Nikos Zarifis
H-Index: 4
Testing Closeness of Multivariate Distributions via Ramsey Theory
arXiv preprint arXiv:2311.13154
2023/11/22
Ilias Diakonikolas
H-Index: 34
Integral: A Foundational Approach to Label Complexity via Information Theory and Graph Signal Processing
2023/11/1
Salman Avestimehr
H-Index: 34
Antonio Ortega
H-Index: 36
Mahdi Soltanolkotabi
H-Index: 25
Ilias Diakonikolas
H-Index: 34
How Does Wild Data Provably Help OOD Detection?
2023/10/13
GLM Regression with Oblivious Corruptions
arXiv preprint arXiv:2309.11657
2023/9/20
Algorithmic high-dimensional robust statistics
2023/9/7
Ilias Diakonikolas
H-Index: 34
Efficiently learning one-hidden-layer relu networks via schur polynomials
arXiv preprint arXiv:2307.12840
2023/7/24
Ilias Diakonikolas
H-Index: 34
Distribution-Independent Regression for Generalized Linear Models with Oblivious Corruptions
2023/7/12
Ilias Diakonikolas
H-Index: 34
Christos Tzamos
H-Index: 16
Statistical and computational limits for tensor-on-tensor association detection
2023/7/12
Ilias Diakonikolas
H-Index: 34
Anru Zhang
H-Index: 18
