Mihai Nica

Cited by

	All	Since 2018
Citations	577	557
h-index	11	10
i10-index	11	10

220

110

165

2015201620172018201920202021202220233 10 5 8 24 59 116 145 202

Public access

View all

15 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Boris HaninAssistant Professor, Princeton ORFEVerified email at princeton.edu
Mufan (Bill) LiPrinceton UniversityVerified email at princeton.edu
Adam StinchcombeAssociate Professor of Mathematics, University of TorontoVerified email at math.toronto.edu
Gerard BEN AROUSProfessor of Mathematics, NYU Shanghai and Courant Institute of Mathematical Sciences, New YorkVerified email at nyu.edu
Andrea MontanariProfessor of Statistics and Mathematics, Stanford UniversityVerified email at stanford.edu
Song MeiAssistant Professor at UC BerkeleyVerified email at berkeley.edu
Daniel M. RoyUniversity of Toronto, Dept of Statistical Sciences; Computer ScienceVerified email at utoronto.ca
Daniel RemenikUniversidad de ChileVerified email at dim.uchile.cl
Jeremy QuastelProfessor of Mathematics, University of TorontoVerified email at math.toronto.edu
Balint ViragUniversity of TorontoVerified email at math.toronto.edu
Ivan CorwinColumbia UniversityVerified email at columbia.edu
Griffin FlotoUniversity of TorontoVerified email at mail.utoronto.ca
Julia CostacurtaPhD Student, Stanford UniversityVerified email at stanford.edu
Cameron MartinUniversity of TorontoVerified email at mail.utoronto.ca
Yani IoannouAssistant Professor, University of CalgaryVerified email at ucalgary.ca
Graham TaylorUniversity of Guelph and Vector Institute for Artificial IntelligenceVerified email at uoguelph.ca
Anna GolubevaIAIFI Fellow, MITVerified email at mit.edu
Angus GallowayUniversity of GuelphVerified email at uoguelph.ca
Mahmoud G. SalemUniversity of Guelph & Vector InstituteVerified email at google.com
Stefan C. KremerSchool of Computer Science, University of GuelphVerified email at kremer.ca

Mihai Nica

University of Guelph

Verified email at uoguelph.ca - Homepage

Stochastic Processes Random Matrices Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Finite depth and width corrections to the neural tangent kernel B Hanin, M Nica ICLR 2020, 2020	134	2020
The landscape of the spiked tensor model GB Arous, S Mei, A Montanari, M Nica Communications on Pure and Applied Mathematics 72 (11), 2282-2330, 2019	112	2019
Products of many large random matrices and gradients in deep neural networks B Hanin, M Nica Communications in Mathematical Physics 376, 287–322, 2020	67	2020
A derivative-free method for solving elliptic partial differential equations with deep neural networks J Han, M Nica, AR Stinchcombe Journal of Computational Physics 419, 2020	47	2020
One-sided reflected Brownian motions and the KPZ fixed point M Nica, J Quastel, D Remenik Forum of Mathematics, Sigma 8, e63, 2020	36	2020
Uniform convergence to the Airy line ensemble D Dauvergne, M Nica, B Virág Annales de l'Institut Henri Poincare (B) Probabilites et statistiques 59 (4 …, 2023	32	2023
The future is log-Gaussian: ResNets and their infinite-depth-and-width limit at initialization M Li, M Nica, D Roy Advances in Neural Information Processing Systems 34, 7852-7864, 2021	28	2021
Intermediate disorder directed polymers and the multi-layer extension of the stochastic heat equation I Corwin, M Nica Electronic Journal of Probability 22, 1-49, 2017	26	2017
Intermediate disorder limits for multi-layer semi-discrete directed polymers M Nica Electronic Journal of Probability 26, 1-50, 2021	21	2021
The neural covariance SDE: Shaped infinite depth-and-width networks at initialization M Li, M Nica, D Roy Advances in Neural Information Processing Systems 35, 10795-10808, 2022	20	2022
Eigenvalues and Eigenfunctions of the Laplacian M Nica The Waterloo Mathematics Review 1 (2), 23-34, 2011	14	2011
Solution of the Kolmogorov equation for TASEP M Nica, J Quastel, D Remenik Annals of Probability, 2020	9	2020
RSK in last passage percolation: a unified approach D Dauvergne, M Nica, B Virág Probability Surveys 19, 65-112, 2022	7	2022
Solving elliptic equations with Brownian motion: bias reduction and temporal difference learning C Martin, H Zhang, J Costacurta, M Nica, AR Stinchcombe Methodology and Computing in Applied Probability 24 (3), 1603-1626, 2022	6	2022
Depth Degeneracy in Neural Networks: Vanishing Angles in Fully Connected ReLU Networks on Initialization C Jakub, M Nica arXiv preprint arXiv:2302.09712, 2023	4	2023
Decorated Young tableaux and the Poissonized Robinson–Schensted process M Nica Stochastic Processes and their Applications 127 (2), 449-474, 2017	4	2017
Optimal Strategy in "Guess Who?": Beyond Binary Search M Nica Probability in the Engineering and Informational Sciences 30 (4), 576-592, 2016	4	2016
Bounding generalization error with input compression: An empirical study with infinite-width networks A Galloway, A Golubeva, M Salem, M Nica, Y Ioannou, GW Taylor Transactions on Machine Learning Research 12, 2022	2	2022
Promoting engagement via engaged mathematics labs and supportive learning N Mohammad, M Nica, KM Levere, R Okner International Electronic Journal of Mathematics Education 18 (2), em0732, 2023	1	2023
The Tilted Variational Autoencoder: Improving Out-of-Distribution Detection G Floto, S Kremer, M Nica The Eleventh International Conference on Learning Representations, 2022	1	2022

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors