Прати
Aukosh Jagannath
Aukosh Jagannath
University of Waterloo
Верификована је имејл адреса на uwaterloo.ca - Почетна страница
Наслов
Навело
Навело
Година
Online stochastic gradient descent on non-convex losses from high-dimensional inference
G Ben Arous, R Gheissari, A Jagannath
Journal of Machine Learning Research 22 (106), 1-51, 2021
1192021
Algorithmic thresholds for tensor PCA
G Ben Arous, R Gheissari, A Jagannath
Annals of Probability 48 (4), 2052-2087, 2020
1102020
Graph convolution for semi-supervised classification: Improved linear separability and out-of-distribution generalization
A Baranwal, K Fountoulakis, A Jagannath
International Conference on Machine Learning, PMLR 139:684-693, 2021
852021
High‐dimensional limit theorems for SGD: Effective dynamics and critical scaling
G Ben Arous, R Gheissari, A Jagannath
Communications on Pure and Applied Mathematics 77 (3), 2030-2080, 2024
792024
Low-degree hardness of random optimization problems
D Gamarnik, A Jagannath, AS Wein
2020 IEEE 61st Annual Symposium on Foundations of Computer Science (FOCS …, 2020
782020
The overlap gap property and approximate message passing algorithms for p-spin models
D Gamarnik, A Jagannath
The Annals of Probability 49 (1), 180-205, 2021
742021
A dynamic programming approach to the Parisi functional
A Jagannath, I Tobasco
Proceedings of the American Mathematical Society 144 (7), 3135-3150, 2016
662016
Statistical thresholds for tensor PCA
A Jagannath, P Lopatto, L Miolane
Annals of Applied Probability 30 (4), 1910-1933, 2020
542020
Spectral gap estimates in mean field spin glasses
G Ben Arous, A Jagannath
Communications in Mathematical Physics 361 (1), 1-52, 2018
542018
Low temperature asymptotics of spherical mean field spin glasses
A Jagannath, I Tobasco
Communications in Mathematical Physics 352 (3), 979-1017, 2017
482017
Graph attention retrospective
K Fountoulakis, A Levi, S Yang, A Baranwal, A Jagannath
Journal of Machine Learning Research 24 (246), 1-52, 2023
462023
Approximate ultrametricity for random measures and applications to spin glasses
A Jagannath
Communications on Pure and Applied Mathematics 70 (4), 611-664, 2017
412017
Thouless–Anderson–Palmer equations for generic -spin glasses
A Auffinger, A Jagannath
The Annals of Probability 47 (4), 2230-2256, 2019
38*2019
Effects of graph convolutions in multi-layer networks
A Baranwal, K Fountoulakis, A Jagannath
International Conference on Learning Representations 11, 2023
372023
On the spectral gap of spherical spin glass dynamics
R Gheissari, A Jagannath
Annales de l'Institute Henri Poincaré, Probabilités et Statistiques 55 (2 …, 2019
342019
Some properties of the phase diagram for mixed p-spin glasses
A Jagannath, I Tobasco
Probability Theory and Related Fields 167, 615-672, 2017
342017
The overlap gap property in principal submatrix recovery
D Gamarnik, A Jagannath, S Sen
Probability Theory and Related Fields 181, 757-814, 2021
322021
Bounding flows for spherical spin glass dynamics
G Ben Arous, R Gheissari, A Jagannath
Communications in Mathematical Physics, 1-38, 2020
322020
Shattering versus metastability in spin glasses
G Ben Arous, A Jagannath
Communications on Pure and Applied Mathematics 77 (1), 139-176, 2024
232024
MAX κ-CUT AND THE INHOMOGENEOUS POTTS SPIN GLASS
A Jagannath, J Ko, S Sen
The Annals of Applied Probability 28 (3), 1536-1572, 2018
212018
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