Proxy-Normalizing Activations to Match Batch Normalization while Removing Batch Dependence

Autor: Labatie, Antoine, Masters, Dominic, Eaton-Rosen, Zach, Luschi, Carlo

We investigate the reasons for the performance degradation incurred with batch-independent normalization. We find that the prototypical techniques of layer normalization and instance normalization both induce the appearance of failure modes in the ne

Externí odkaz: http://arxiv.org/abs/2106.03743

Characterizing Well-Behaved vs. Pathological Deep Neural Networks

Autor: Labatie, Antoine

We introduce a novel approach, requiring only mild assumptions, for the characterization of deep neural networks at initialization. Our approach applies both to fully-connected and convolutional networks and easily incorporates batch normalization an

Externí odkaz: http://arxiv.org/abs/1811.03087

Uncertainty in 2-point correlation function estimators and BAO detection in SDSS DR7

Autor: Labatie, Antoine, Starck, Jean-Luc, Lachièze-Rey, Marc, Arnalte-Mur, Pablo

We study the uncertainty in different two-point correlation function (2PCF) estimators in currently available galaxy surveys. This is motivated by the active subject of using the baryon acoustic oscillations (BAOs) feature in the correlation function

Externí odkaz: http://arxiv.org/abs/1009.1232

The clustering of galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: Baryon Acoustic Oscillations in the Data Release 9 Spectroscopic Galaxy Sample

Autor: Anderson, Lauren, Aubourg, E., Bailey, Stephen, Bizyaev, Dmitry, Blanton, Michael, Bolton, Adam S., Brinkmann, J., Brownstein, Joel R., Burden, Angela, Cuesta, Antonio J., da Costa, Luiz N. A., Dawson, Kyle S., de Putter, Roland, Eisenstein, Daniel J., Gunn, James E., Guo, Hong, Hamilton, J.-C., Harding, Paul, Ho, Shirley, Honscheid, Klaus, Kazin, Eyal, Kirkby, D., Kneib, J.-P., Labatie, Antoine, Loomis, Craig, Lupton, Robert H., Malanushenko, Elena, Malanushenko, Viktor, Mandelbaum, Rachel, Manera, Marc, Maraston, Claudia, Mcbride, Cameron K., Mehta, Kushal T., Mena, Olga, Montesano, Francesco, Muna, Demetri, Nichol, Robert C., Nuza, Sebastian E., Olmstead, Matthew D., Oravetz, Daniel, Padmanabhan, Nikhil, Palanque-Delabrouille, N., Pan, Kaike, Parejko, John, Pâris, I., Percival, Will J., Petitjean, P., Prada, Francisco, Reid, Beth, Roe, Natalie A., Ross, Ashley J., Ross, Nicholas P., Samushia, Lado, Sanchez, Ariel G., Schneider, David J., Schlegel, Donald P., Scoccola, Claudia G., Seo, Hee-Jong, Sheldon, Erin S., Simmons, Audrey, Skibba, Ramin A., Strauss, Michael A., Swanson, Molly E. C., Thomas, Daniel, Tinker, Jeremy L., Tojeiro, Rita, Vargas Magana, M., Verde, Licia, Wagner, Christian, Wake, David A., Weaver, Benjamin A., Weinberg, David H., White, Martin, Xu, Xiaoying, Yèche, C., Zehavi, Idit, Zhao, Gong-Bo

Publikováno v: Monthly Notices of the Royal Astronomical Society
Monthly Notices of the Royal Astronomical Society, Oxford University Press (OUP): Policy P-Oxford Open Option A, 2012, 427, pp.3435-3467. ⟨10.1111/j.1365-2966.2012.22066.x⟩
Anderson, Lauren de Putter, Roland Mena Requejo, Olga 2012 The clustering of galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: baryon acoustic oscillations in the Data Release 9 spectroscopic galaxy sample Monthly Notices of the Royal Astronomical Society 427 4 3435 3467
Monthly Notices of the Royal Astronomical Society, 2012, 427, pp.3435-3467. ⟨10.1111/j.1365-2966.2012.22066.x⟩
Anderson, L, Aubourg, E, Bailey, S, Bizyaev, D, Blanton, M R, Bolton, A S, Brinkmann, J V, Brownstein, J R, Burden, A, Cuesta, A J, da Costa, L A N, Dawson, K S, de Putter, R, Eisenstein, D J, Gunn, J E, Guo, H, Hamilton, J-C, Harding, P, Ho, S, Honscheid, K, Kazin, E A, Kirkby, D, Kneib, J-P, Labatie, A, Loomis, C P, Lupton, R H, Malanushenko, E, Malanushenko, V, Mandelbaum, R, Manera, M, Maraston, C, McBride, C K, Mehta, K, Mena, O, Montesano, F, Muna, D, Nichol, R C, Nuza, S E, Olmstead, M D, Oravetz, D J, Padmanabhan, N, Palanque-Delabrouille, N, Pan, K, Parejko, J K, Paris, I, Percival, W J, Petitjean, P, Prada, F, Reid, B A, Roe, N A, Ross, A, Ross, N P, Samushia, L, Sanchez, A G, Schlegel, D J, Schneider, D P, Scoccola, C G, Seo, H-J, Sheldon, E S, Simmons, A E, Skibba, R A, Strauss, M A, Swanson, M E C, Thomas, D, Tinker, J L, Tojeiro, R, Vargas Magana, M, Verde, L, Wagner, C, Wake, D A, Weaver, B A, Weinberg, D H, White, M, Xu, X, Yeche, C, Zehavi, I & Zhao, G-B 2012, ' The clustering of galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey : baryon acoustic oscillations in the Data Release 9 spectroscopic galaxy sample ', Monthly Notices of the Royal Astronomical Society, vol. 427, no. 4, pp. 3435-3467 . https://doi.org/10.1111/j.1365-2966.2012.22066.x
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