SoS Degree Reduction with Applications to Clustering and Robust Moment Estimation

von Steurer, David
Veröffentlicht in ACM-SIAM Symposium on Discrete Algorithms (32. : 2021 : Online) Thirty-second Annual ACM-SIAM Symposium on Discrete Algorithms (SODA 2021) ; Volume 1 of 4 (2021)

CONSISTENT REGRESSION WHEN OBLIVIOUS OUTLIERS OVERWHELM

von D'ORSI, TOMMASO
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 3 of 16 (2022)

ESTIMATING RANK-ONE SPIKES FROM HEAVY-TAILED NOISE VIA SELF-AVOIDING WALKS

von Ding, Jingqiu
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 7 of 27 (2021)

Approximation limits of linear programs (beyond hierarchies)

Veröffentlicht in Mathematics of operations research (2015)

Higher Degree Sum-of-Squares Relaxations Robust against Oblivious Outliers

von d'Orsi, Tommaso
Veröffentlicht in ACM-SIAM Symposium on Discrete Algorithms (34. : 2023 : Florenz; Online) Thirty-Fourth Annual ACM-SIAM Symposium on Discrete Algorithms (SODA 2023) ; Volume 5 of 7 (2023)

Consistent Estimation for PCA and Sparse Regression with Oblivious Outliers

von d' Orsi, Tommaso
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 30 of 36 (2022)