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How gradient estimator variance and bias impact learning in neural networks.

A. Ghosh, Y. Liu, G. Lajoie, K. Körding, and B. Richards. ICLR, OpenReview.net, (2023)

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Guillaume Pierre

Guillaume Klein

Guillaume Schurgers

Guillaume Weick

Guillaume Jacques

Other publications of authors with the same name

Internal representation dynamics and geometry in recurrent neural networks.S. Horoi, G. Lajoie, and G. Wolf. CoRR, (2020)Implicit Regularization in Deep Learning: A View from Function Space.A. Baratin, T. George, C. Laurent, R. Hjelm, G. Lajoie, P. Vincent, and S. Lacoste-Julien. CoRR, (2020)Structured chaos shapes spike-response noise entropy in balanced neural networks.G. Lajoie, J. Thivierge, and E. Shea-Brown. Frontiers Comput. Neurosci., (2014)On Lyapunov Exponents for RNNs: Understanding Information Propagation Using Dynamical Systems Tools.R. Vogt, M. Touzel, E. Shlizerman, and G. Lajoie. Frontiers Appl. Math. Stat., (2022)Reliability of CKA as a Similarity Measure in Deep Learning.M. Davari, S. Horoi, A. Natik, G. Lajoie, G. Wolf, and E. Belilovsky. CoRR, (2022)Embedding Signals on Knowledge Graphs with Unbalanced Diffusion Earth Mover's Distance.A. Tong, G. Huguet, D. Shung, A. Natik, M. Kuchroo, G. Lajoie, G. Wolf, and S. Krishnaswamy. CoRR, (2021)Amortizing intractable inference in large language models.E. Hu, M. Jain, E. Elmoznino, Y. Kaddar, G. Lajoie, Y. Bengio, and N. Malkin. CoRR, (2023)Compositional Attention: Disentangling Search and Retrieval.S. Mittal, S. Raparthy, I. Rish, Y. Bengio, and G. Lajoie. CoRR, (2021)Discrete, compositional, and symbolic representations through attractor dynamics.A. Nam, E. Elmoznino, N. Malkin, C. Sun, Y. Bengio, and G. Lajoie. CoRR, (2023)Multi-scale Feature Learning Dynamics: Insights for Double Descent.M. Pezeshki, A. Mitra, Y. Bengio, and G. Lajoie. ICML, volume 162 of Proceedings of Machine Learning Research, page 17669-17690. PMLR, (2022)

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Disambiguation of "Lajoie, Guillaume"

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How gradient estimator variance and bias impact learning in neural networks.

Please choose a person to relate this publication to

Guillaume Pierre

Guillaume Klein

Guillaume Schurgers

Guillaume Weick

Guillaume Jacques

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Lajoie, Guillaume"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML How gradient estimator variance and bias impact learning in neural networks.

Please choose a person to relate this publication to

Guillaume Pierre

Guillaume Klein

Guillaume Schurgers

Guillaume Weick

Guillaume Jacques

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
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How gradient estimator variance and bias impact learning in neural networks.