Wide neural networks of any depth evolve as linear models under gradient descent von Lee, Jaehoon, Xiao, Lechao, Schoenholz, Samuel S, Bahri, Yasaman, Novak, Roman, Sohl-Dickstein, Jascha, Pennington, Jeffrey

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Statistical Mechanics of Deep Learning von Bahri, Yasaman, Kadmon, Jonathan, Pennington, Jeffrey, Schoenholz, Sam S, Sohl-Dickstein, Jascha, Ganguli, Surya

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Dust deposition on the decks of the Mars Exploration Rovers: 10 years of dust dynamics on the Panoramic Camera calibration targets von Kinch, Kjartan M., Bell, James F., Goetz, Walter, Johnson, Jeffrey R., Joseph, Jonathan, Madsen, Morten Bo, Sohl‐Dickstein, Jascha

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Subtle adversarial image manipulations influence both human and machine perception von Veerabadran, Vijay, Goldman, Josh, Shankar, Shreya, Cheung, Brian, Papernot, Nicolas, Kurakin, Alexey, Goodfellow, Ian, Shlens, Jonathon, Sohl-Dickstein, Jascha, Mozer, Michael C., Elsayed, Gamaleldin F.

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New method for parameter estimation in probabilistic models: minimum probability flow von Sohl-Dickstein, Jascha, Battaglino, Peter B, DeWeese, Michael R

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Author Correction: Subtle adversarial image manipulations influence both human and machine perception von Veerabadran, Vijay, Goldman, Josh, Shankar, Shreya, Cheung, Brian, Papernot, Nicolas, Kurakin, Alexey, Goodfellow, Ian, Shlens, Jonathon, Sohl-Dickstein, Jascha, Mozer, Michael C., Elsayed, Gamaleldin F.

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Optogenetic Activation of an Inhibitory Network Enhances Feedforward Functional Connectivity in Auditory Cortex von Hamilton, Liberty S., Sohl-Dickstein, Jascha, Huth, Alexander G., Carels, Vanessa M., Deisseroth, Karl, Bao, Shaowen

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Modeling higher-order correlations within cortical microcolumns von Köster, Urs, Sohl-Dickstein, Jascha, Gray, Charles M, Olshausen, Bruno A

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Non-Gaussian statistical properties of breast images von Abbey, Craig K., Nosratieh, Anita, Sohl-Dickstein, Jascha, Yang, Kai, Boone, John M.

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Dust deposition on the Mars Exploration Rover Panoramic Camera (Pancam) calibration targets von Kinch, Kjartan M., Sohl-Dickstein, Jascha, Bell III, James F., Johnson, Jeffrey R., Goetz, Walter, Landis, Geoffrey A.

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Minimum and Maximum Entropy Distributions for Binary Systems with Known Means and Pairwise Correlations von Albanna, Badr F, Hillar, Christopher, Sohl-Dickstein, Jascha, DeWeese, Michael R

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Radiative transfer modeling of dust-coated Pancam calibration target materials: Laboratory visible/near-infrared spectrogoniometry von Johnson, Jeffrey R., Sohl-Dickstein, Jascha, Grundy, William M., Arvidson, Raymond E., Bell III, James, Christensen, Phil, Graff, Trevor, Guinness, Edward A., Kinch, Kjartan, Morris, Richard, Shepard, Michael K.

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Rethink reporting of evaluation results in AI von Burnell, Ryan, Schellaert, Wout, Burden, John, Ullman, Tomer D, Martinez-Plumed, Fernando, Tenenbaum, Joshua B, Rutar, Danaja, Cheke, Lucy G, Sohl-Dickstein, Jascha, Mitchell, Melanie, Kiela, Douwe, Shanahan, Murray, Voorhees, Ellen M, Cohn, Anthony G, Leibo, Joel Z, Hernandez-Orallo, Jose

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Human susceptibility to subtle adversarial image manipulations with unlimited exposure time von Veerabadran, Vijay, Shlens, Jonathon, Mozer, Michael C., Sohl-Dickstein, Jascha, Elsayed, Gamaleldin F.

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Adversarial examples influence human visual perception von Elsayed, Gamaleldin F, Shankar, Shreya, Cheung, Brian, Papernot, Nicolas, Kurakin, Alexey, Goodfellow, Ian, Sohl-Dickstein, Jascha

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Novel local learning rule for neural adaptation fits Hopfield memory networks efficiently and optimally von Hillar, Chris, Sohl-Dickstein, Jascha, Koepsell, Kilian

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The boundary of neural network trainability is fractal von Sohl-Dickstein, Jascha

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Wide neural networks of any depth evolve as linear models under gradient descentThis article is an updated version of a paper presented at 33rd Conference on Neural Information Pro... von Lee, Jaehoon, Xiao, Lechao, Schoenholz, Samuel S, Bahri, Yasaman, Novak, Roman, Sohl-Dickstein, Jascha, Pennington, Jeffrey

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Optogenetic Activation of an Inhibitory Network Enhances Feed-Forward Functional Connectivity in Auditory Cortex von Hamilton, Liberty S., Sohl-Dickstein, Jascha, Huth, Alexander G., Carels, Vanessa M., Deisseroth, Karl, Bao, Shaowen

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Modeling Higher-Order Correlations within Cortical Microcolumns: e1003684 von Köster, Urs, Sohl-Dickstein, Jascha, Gray, Charles M, Olshausen, Bruno A

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