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D. Schwab · SciRah

Researcher profile · Semantic Scholar

D. Schwab

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D. Schwab — researcher profile on SciRah

h-index: 59
Works: 246
Citations: 11K

Most-cited papers

A high-bias, low-variance introduction to Machine Learning for physicists
Pankaj Mehta, Ching-Hao Wang, A. Day, C. Richardson +3 more
2018Physics reports1,027 citations Open access
Semantic Scholar
Assessing and addressing the re-eutrophication of Lake Erie: Central basin hypoxia
D. Scavia, J. Allan, K. Arend, S. Bartell +24 more
2014582 citations Open access
Semantic Scholar
Supervised Learning with Tensor Networks
E. Stoudenmire, D. Schwab
2016Neural Information Processing Systems517 citations
Semantic Scholar
An exact mapping between the Variational Renormalization Group and Deep Learning
Pankaj Mehta, D. Schwab
2014arXiv.org351 citations
Semantic Scholar
Energetic costs of cellular computation
Pankaj Mehta, D. Schwab
2012Proceedings of the National Academy of Sciences of the United States of America226 citations Open access
Semantic Scholar
The Early Phase of Neural Network Training
Jonathan Frankle, D. Schwab, Ari S. Morcos
2020International Conference on Learning Representations212 citations
Semantic Scholar
Supervised Learning with Quantum-Inspired Tensor Networks
E. Stoudenmire, D. Schwab
2016arXiv.org185 citations
Semantic Scholar
Training BatchNorm and Only BatchNorm: On the Expressive Power of Random Features in CNNs
Jonathan Frankle, D. Schwab, Ari S. Morcos
2020International Conference on Learning Representations170 citations
Semantic Scholar
The Deterministic Information Bottleneck
DJ Strouse, D. Schwab
2015Neural Computation167 citations Open access
Semantic Scholar
Evolution of a cyanobacterial bloom forecast system in western Lake Erie: Development and initial evaluation
T. Wynne, R. Stumpf, M. Tomlinson, G. Fahnenstiel +3 more
2013133 citations
Semantic Scholar
Zipf’s Law and Criticality in Multivariate Data without Fine-Tuning
D. Schwab, I. Nemenman, Pankaj Mehta
2013Physical Review Letters118 citations Open access
Semantic Scholar
Modeling 1993–2008 climatology of seasonal general circulation and thermal structure in the Great Lakes using FVCOM
Xue-Zhi Bai, Jia Wang, D. Schwab, Yi Yang +3 more
2013109 citations
Semantic Scholar
Are all negatives created equal in contrastive instance discrimination?
Tiffany Cai, Jonathan Frankle, D. Schwab, Ari S. Morcos
2020arXiv.org101 citations
Semantic Scholar
A Central Role for Mixed Acetylcholine/GABA Transmission in Direction Coding in the Retina.
S. Sethuramanujam, Amanda J. McLaughlin, Geoff deRosenroll, Alex Hoggarth +2 more
2016Neuron82 citations Open access
Semantic Scholar
Nonlinear dendritic integration of electrical and chemical synaptic inputs drives fine-scale correlations
S. Trenholm, Amanda J. McLaughlin, D. Schwab, Maxwell H. Turner +3 more
2014Nature Neuroscience80 citations Open access
Semantic Scholar
Theory of Gating in Recurrent Neural Networks
K. Krishnamurthy, T. Can, D. Schwab
2020Physical Review X78 citations Open access
Semantic Scholar
From intracellular signaling to population oscillations: bridging size- and time-scales in collective behavior
A. Sgro, D. Schwab, J. Noorbakhsh, Troy Mestler +2 more
2014Molecular Systems Biology76 citations Open access
Semantic Scholar
Lag normalization in an electrically coupled neural network
S. Trenholm, D. Schwab, V. Balasubramanian, G. Awatramani
2013Nature Neuroscience75 citations
Semantic Scholar
Specific wiring of distinct amacrine cells in the directionally selective retinal circuit permits independent coding of direction and size.
Alex Hoggarth, Amanda J. McLaughlin, Kara Ronellenfitch, S. Trenholm +5 more
2015Neuron68 citations Open access
Semantic Scholar
An investigation of the thermal response to meteorological forcing in a hydrodynamic model of Lake Superior
P. Xue, D. Schwab, Song Hu
201566 citations Open access
Semantic Scholar
Simulating the effect of nutrient reduction on hypoxia in a large lake (Lake Erie, USA-Canada) with a three-dimensional lake model
S. Bocaniov, L. León, Y. V. Rama Rao, D. Schwab +1 more
201664 citations
Semantic Scholar
Learning to Share and Hide Intentions using Information Regularization
D. Strouse, Max Kleiman-Weiner, Joshua B. Tenenbaum, M. Botvinick +1 more
2018Neural Information Processing Systems63 citations
Semantic Scholar
Learning Optimal Representations with the Decodable Information Bottleneck
Yann Dubois, Douwe Kiela, D. Schwab, Ramakrishna Vedantam
2020Neural Information Processing Systems61 citations
Semantic Scholar
Meteotsunamis in the Laurentian Great Lakes
A. Bechle, Chin H. Wu, D. Kristovich, E. Anderson +2 more
2016Scientific Reports56 citations Open access
Semantic Scholar
Dynamic Tuning of Electrical and Chemical Synaptic Transmission in a Network of Motion Coding Retinal Neurons
S. Trenholm, Amanda J. McLaughlin, D. Schwab, G. Awatramani
2013Journal of Neuroscience51 citations Open access
Semantic Scholar
Summer thermal structure and anticyclonic circulation of Lake Erie
D. Beletsky, N. Hawley, Yerubandi R. Rao, H. Vanderploeg +3 more
201251 citations
Semantic Scholar
Modeling wind waves from deep to shallow waters in Lake Michigan using unstructured SWAN
Miao-Hua Mao, A. J. van der Westhuysen, M. Xia, D. Schwab +1 more
201650 citations Open access
Semantic Scholar
The Operational Implementation of a Great Lakes Wave Forecasting System at NOAA/NCEP*
J. Alves, Arun Chawla, H. Tolman, D. Schwab +2 more
201450 citations Open access
Semantic Scholar
Predicting the oscillating bi-directional exchange flow in the Straits of Mackinac
E. Anderson, D. Schwab
201349 citations
Semantic Scholar
Dynamical quorum-sensing in oscillators coupled through an external medium
D. Schwab, Ania-Ariadna Baetica, Pankaj Mehta
2012Physica A: Statistical Mechanics and its Applications49 citations Open access
Semantic Scholar
Reconstruction of a meteotsunami in Lake Erie on 27 May 2012: Roles of atmospheric conditions on hydrodynamic response in enclosed basins
E. Anderson, A. Bechle, Chin H. Wu, D. Schwab +2 more
201543 citations Open access
Semantic Scholar
Modeling oscillations and spiral waves in Dictyostelium populations
J. Noorbakhsh, D. Schwab, A. Sgro, Thomas Gregor +1 more
2014Physical review. E, Statistical, nonlinear, and soft matter physics43 citations Open access
Semantic Scholar
The Information Bottleneck and Geometric Clustering
DJ Strouse, D. Schwab
2017Neural Computation42 citations Open access
Semantic Scholar
Associative Pattern Recognition Through Macro-molecular Self-Assembly
Weishun Zhong, D. Schwab, A. Murugan
2017Journal of statistical physics39 citations Open access
Semantic Scholar
How noise affects the Hessian spectrum in overparameterized neural networks
Ming-Bo Wei, D. Schwab
2019arXiv.org37 citations
Semantic Scholar
Quantifying the Role of Population Subdivision in Evolution on Rugged Fitness Landscapes
Anne-Florence Bitbol, D. Schwab
2013PLoS Comput. Biol.36 citations Open access
Semantic Scholar
Landauer in the Age of Synthetic Biology: Energy Consumption and Information Processing in Biochemical Networks
Pankaj Mehta, A. Lang, D. Schwab
2015bioRxiv35 citations Open access
Semantic Scholar
Simulating the 1998 spring bloom in Lake Michigan using a coupled physical‐biological model
Lin Luo, Jia Wang, D. Schwab, H. Vanderploeg +4 more
201234 citations
Semantic Scholar
Investigation of interbasin exchange and interannual variability in Lake Erie using an unstructured‐grid hydrodynamic model
Qianru Niu, M. Xia, E. Rutherford, D. Mason +2 more
201533 citations
Semantic Scholar
Evaluating the role of sediment-bacteria interactions on Escherichia coli concentrations at beaches in southern Lake Michigan
P. Thupaki, M. Phanikumar, D. Schwab, M. Nevers +1 more
201332 citations Open access
Semantic Scholar
A modeling study of ice–water processes for Lake Erie applying coupled ice-circulation models
Ayumi Fujisaki, Jia Wang, Hao-Guo Hu, D. Schwab +2 more
201230 citations
Semantic Scholar
Advancing coastal ocean modelling, analysis, and prediction for the US Integrated Ocean Observing System
J. Wilkin, L. Rosenfeld, A. Allen, R. Baltes +9 more
201728 citations Open access
Semantic Scholar
Comment on "Why does deep and cheap learning work so well?" [arXiv: 1608.08225]
D. Schwab, Pankaj Mehta
2016arXiv.org26 citations
Semantic Scholar
Gating creates slow modes and controls phase-space complexity in GRUs and LSTMs
T. Can, K. Krishnamurthy, D. Schwab
2020Mathematical and Scientific Machine Learning25 citations
Semantic Scholar
Wave climatology in the Apostle Islands, Lake Superior
Joshua D. Anderson, Chin H. Wu, D. Schwab
201523 citations Open access
Semantic Scholar
Landauer in the Age of Synthetic Biology: Energy Consumption and Information Processing in Biochemical Networks
Pankaj Mehta, A. Lang, D. Schwab
2016Journal of statistical physics22 citations Open access
Semantic Scholar
A record-breaking low ice cover over the Great Lakes during winter 2011/2012: combined effects of a strong positive NAO and La Niña
Xue-Zhi Bai, Jia Wang, J. Austin, D. Schwab +11 more
2014Climate Dynamics21 citations
Semantic Scholar
Energy consumption and cooperation for optimal sensing
Wave Ngampruetikorn, D. Schwab, G. Stephens
2018Nature Communications18 citations Open access
Semantic Scholar
Meteorological influence on summertime baroclinic exchange in the Straits of Mackinac
E. Anderson, D. Schwab
201717 citations Open access
Semantic Scholar
Assessment of a 3D Hydrostatic Model (POM) in the Near Field of a Buoyant River Plume in Lake Michigan
N. Nekouee, S. Hamidi, P. Roberts, D. Schwab
2015Water, Air and Soil Pollution14 citations
Semantic Scholar

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