Tselil Schramm
Tselil Schramm
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Fast spectral algorithms from sum-of-squares proofs: tensor decomposition and planted sparse vectors
SB Hopkins, T Schramm, J Shi, D Steurer
Proceedings of the forty-eighth annual ACM symposium on Theory of Computing …, 2016
The power of sum-of-squares for detecting hidden structures
SB Hopkins, PK Kothari, A Potechin, P Raghavendra, T Schramm, ...
2017 IEEE 58th Annual Symposium on Foundations of Computer Science (FOCS …, 2017
Near optimal lp rounding algorithm for correlationclustering on complete and complete k-partite graphs
S Chawla, K Makarychev, T Schramm, G Yaroslavtsev
Proceedings of the forty-seventh annual ACM symposium on Theory of computing …, 2015
High dimensional estimation via sum-of-squares proofs
P Raghavendra, T Schramm, D Steurer
Proceedings of the International Congress of Mathematicians: Rio de Janeiro …, 2018
Strongly refuting random csps below the spectral threshold
P Raghavendra, S Rao, T Schramm
Proceedings of the 49th Annual ACM SIGACT Symposium on Theory of Computing …, 2017
Statistical query algorithms and low-degree tests are almost equivalent
M Brennan, G Bresler, SB Hopkins, J Li, T Schramm
arXiv preprint arXiv:2009.06107, 2020
Computing exact minimum cuts without knowing the graph
A Rubinstein, T Schramm, SM Weinberg
arXiv preprint arXiv:1711.03165, 2017
Computational barriers to estimation from low-degree polynomials
T Schramm, AS Wein
The Annals of Statistics 50 (3), 1833-1858, 2022
Global and local information in clustering labeled block models
V Kanade, E Mossel, T Schramm
IEEE Transactions on Information Theory 62 (10), 5906-5917, 2016
Fast and robust tensor decomposition with applications to dictionary learning
T Schramm, D Steurer
Conference on Learning Theory, 1760-1793, 2017
On the integrality gap of degree-4 sum of squares for planted clique
SB Hopkins, P Kothari, AH Potechin, P Raghavendra, T Schramm
ACM Transactions on Algorithms (TALG) 14 (3), 1-31, 2018
The Franz-Parisi criterion and computational trade-offs in high dimensional statistics
AS Bandeira, A El Alaoui, S Hopkins, T Schramm, AS Wein, I Zadik
Advances in Neural Information Processing Systems 35, 33831-33844, 2022
Tight lower bounds for planted clique in the degree-4 SOS program
P Raghavendra, T Schramm
arXiv preprint arXiv:1507.05136, 2015
The Strongish Planted Clique Hypothesis and Its Applications
P Manurangsi, A Rubinstein, T Schramm
A robust spectral algorithm for overcomplete tensor decomposition
SB Hopkins, T Schramm, J Shi
Conference on Learning Theory, 1683-1722, 2019
The threshold for SDP-refutation of random regular NAE-3SAT
Y Deshpande, A Montanari, R O'Donnell, T Schramm, S Sen
Proceedings of the Thirtieth Annual ACM-SIAM Symposium on Discrete …, 2019
Playing unique games on certified small-set expanders
M Bafna, B Barak, PK Kothari, T Schramm, D Steurer
Proceedings of the 53rd Annual ACM SIGACT Symposium on Theory of Computing …, 2021
Testing thresholds for high-dimensional sparse random geometric graphs
S Liu, S Mohanty, T Schramm, E Yang
Proceedings of the 54th Annual ACM SIGACT Symposium on Theory of Computing …, 2022
Non-asymptotic approximations of neural networks by Gaussian processes
R Eldan, D Mikulincer, T Schramm
Conference on Learning Theory, 1754-1775, 2021
(Nearly) efficient algorithms for the graph matching problem on correlated random graphs
B Barak, CN Chou, Z Lei, T Schramm, Y Sheng
Advances in Neural Information Processing Systems 32, 2019
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