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Kevin Shu
Kevin Shu
Bestätigte E-Mail-Adresse bei gatech.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Accelerated gradient descent via long steps
B Grimmer, K Shu, AL Wang
arXiv preprint arXiv:2309.09961, 2023
212023
Syntactic structures and code parameters
K Shu, M Marcolli
Mathematics in Computer Science 11, 79-90, 2017
142017
Syntactic phylogenetic trees
K Shu, S Aziz, VL Huynh, D Warrick, M Marcolli
Foundations of Mathematics and Physics One Century After Hilbert: New …, 2018
132018
Hyperbolic Relaxation of -Locally Positive Semidefinite Matrices
G Blekherman, SS Dey, K Shu, S Sun
SIAM Journal on Optimization 32 (2), 470-490, 2022
122022
Accelerated objective gap and gradient norm convergence for gradient descent via long steps
B Grimmer, K Shu, AL Wang
arXiv preprint arXiv:2403.14045, 2024
92024
Linear principal minor polynomials: hyperbolic determinantal inequalities and spectral containment
G Blekherman, M Kummer, R Sanyal, K Shu, S Sun
International Mathematics Research Notices 2023 (24), 21346-21380, 2023
72023
Sums of squares and sparse semidefinite programming
G Blekherman, K Shu
SIAM Journal on Applied Algebra and Geometry 5 (4), 651-674, 2021
52021
Phylogenetics of Indo-European language families via an algebro-geometric analysis of their syntactic structures
K Shu, A Ortegaray, R Berwick, M Marcolli
arXiv preprint arXiv:1712.01719, 2017
52017
A strengthened conjecture on the minimax optimal constant stepsize for gradient descent
B Grimmer, K Shu, AL Wang
arXiv preprint arXiv:2407.11739, 2024
42024
Composing optimized stepsize schedules for gradient descent
B Grimmer, K Shu, AL Wang
arXiv preprint arXiv:2410.16249, 2024
32024
Phylogenetics of indo-european language families via an algebro-geometric analysis of their syntactic structures
K Shu, A Ortegaray, RC Berwick, M Marcolli
Mathematics in Computer Science 15, 803-857, 2021
22021
Symmetric hyperbolic polynomials
G Blekherman, J Lindberg, K Shu
Journal of Pure and Applied Algebra 229 (2), 107869, 2025
12025
Hidden convexity, optimization, and algorithms on rotation matrices
A Ramachandran, K Shu, AL Wang
Mathematics of Operations Research, 2024
12024
Quadratic Programming with Sparsity Constraints via Polynomial Roots
K Shu
arXiv preprint arXiv:2208.11143, 2022
12022
Approximate PSD-Completion for Generalized Chordal Graphs
K Shu
arXiv preprint arXiv:2107.11436, 2021
12021
Extreme Nonnegative Quadratics over Stanley Reisner Varieties
K Shu
arXiv preprint arXiv:2106.13894, 2021
12021
Beyond Minimax Optimality: A Subgame Perfect Gradient Method
B Grimmer, K Shu, AL Wang
arXiv preprint arXiv:2412.06731, 2024
2024
ALGEBRAIC METHODS IN OPTIMIZATION
K Shu
Georgia Institute of Technology, 2024
2024
On the computational equivalence of co-NP refutations of a matrix being a P-matrix
S Gordon, K Shu
arXiv preprint arXiv:2110.05644, 2021
2021
Causal Channels
K Shu
arXiv preprint arXiv:2103.02834, 2021
2021
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