Mihai Nica

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Boris HaninAssistant Professor, Princeton ORFEDirección de correo verificada de princeton.edu
Gerard BEN AROUSProfessor of Mathematics, NYU Shanghai and Courant Institute of Mathematical Sciences, New YorkDirección de correo verificada de nyu.edu
Andrea MontanariProfessor of Statistics and Mathematics, Stanford UniversityDirección de correo verificada de stanford.edu
Song MeiAssistant Professor at UC BerkeleyDirección de correo verificada de berkeley.edu
Mufan (Bill) LiPrinceton UniversityDirección de correo verificada de princeton.edu
Balint ViragUniversity of TorontoDirección de correo verificada de math.toronto.edu
Daniel M. RoyResearch Director, Vector Institute; Assoc. Prof., U. Toronto (Statistics, CS)Dirección de correo verificada de utoronto.ca
Adam StinchcombeAssociate Professor of Mathematics, University of TorontoDirección de correo verificada de math.toronto.edu
Daniel RemenikUniversidad de ChileDirección de correo verificada de dim.uchile.cl
Jeremy QuastelProfessor of Mathematics, University of TorontoDirección de correo verificada de math.toronto.edu
Griffin FlotoUniversity of TorontoDirección de correo verificada de mail.utoronto.ca
Ivan CorwinColumbia UniversityDirección de correo verificada de columbia.edu
Yani IoannouAssistant Professor, University of CalgaryDirección de correo verificada de ucalgary.ca
Graham TaylorUniversity of Guelph and Vector Institute for Artificial IntelligenceDirección de correo verificada de uoguelph.ca
Stefan C. KremerSchool of Computer Science, University of GuelphDirección de correo verificada de kremer.ca
Julia CostacurtaPhD Student, Stanford UniversityDirección de correo verificada de stanford.edu
Cameron MartinUniversity of TorontoDirección de correo verificada de mail.utoronto.ca
Anna GolubevaIAIFI Fellow, MITDirección de correo verificada de mit.edu
Angus GallowayUniversity of GuelphDirección de correo verificada de uoguelph.ca
Mahmoud G. SalemUniversity of Guelph & Vector InstituteDirección de correo verificada de google.com

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Mihai Nica

University of Guelph

Dirección de correo verificada de uoguelph.ca - Página principal

Stochastic Processes Random Matrices Machine Learning


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Finite depth and width corrections to the neural tangent kernel B Hanin, M Nica ICLR 2020, 2020	151	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	118	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	75	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	53	2020
One-sided reflected Brownian motions and the KPZ fixed point M Nica, J Quastel, D Remenik Forum of Mathematics, Sigma 8, e63, 2020	35	2020
Uniform convergence to the Airy line ensemble D Dauvergne, M Nica, B Virág arXiv preprint arXiv:1907.10160, 2019	35*	2019
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	33	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	27	2022
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	23	2021
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	8	2020
The Tilted variational autoencoder: improving out-of-distribution detection G Floto, S Kremer, M Nica The Eleventh International Conference on Learning Representations, 2022	7	2022
RSK in last passage percolation: a unified approach D Dauvergne, M Nica, B Virág Probability Surveys 19, 65-112, 2022	7	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	5	2023
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	5	2022
The landscape of the spiked tensor model G Ben Arous, S Mei, A Montanari, M Nica arXiv e-prints, arXiv: 1711.05424, 2017	5	2017
Optimal Strategy in "Guess Who?": Beyond Binary Search M Nica Probability in the Engineering and Informational Sciences 30 (4), 576-592, 2016	5	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	4	2022
Decorated Young tableaux and the Poissonized Robinson–Schensted process M Nica Stochastic Processes and their Applications 127 (2), 449-474, 2017	4	2017

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