Authors: Fu, Cheng, Zhou, Zhiyong, Winkler, Jan, id_orcid:0 009-0004-8894-0351, Beglinger, Nicolas, Weibel, Robert
Contributors: Beecham, Roger, Long, Jed A., Smith, Dianna, Zhao, Qunshan, Wise, Sarah
Superior Title: Leibniz International Proceedings in Informatics (LIPIcs), 277 ; 12th International Conference on Geographic Information Science (GIScience 2023)
Subject Terms: Open data, Deep learning, Map generalization
File Description: application/application/pdf
Relation: info:eu-repo/semantics/altIdentifier/isbn/978-3-95977-288-4; http://hdl.handle.net/20.500.11850/634917; urn:isbn:978-3-95977-288-4
Authors: Chen, Haowen, He, Fengxiang, Lei, Shiye, Tao, Dacheng
Superior Title: Artificial Intelligence, 322
Subject Terms: Complex-valued neural networks, Generalisation, Spectral complexity
File Description: application/application/pdf
Relation: info:eu-repo/semantics/altIdentifier/wos/001019779500001; http://hdl.handle.net/20.500.11850/617959
Authors: Troost, Christian, Huber, Robert, id_orcid:0 000-0003-4545-456X, Bell, Andrew R., van Delden, Hedwig, Filatova, Tatiana, Le, Quang Bao, Lippe, Melvin, Niamir, Leila, Polhill, Gareth, Sun, Zhanli, Berger, Thomas
Superior Title: Environmental Modelling & Software, 159
Subject Terms: Model validation, Model inference, Calibration, Generalisation, Regime shift
File Description: application/application/pdf
Relation: info:eu-repo/semantics/altIdentifier/wos/000917738400004; http://hdl.handle.net/20.500.11850/581858
Authors: Dubatovka, Alina
Contributors: Buhmann, Joachim, Sorkine-Hornung, Olga, Kestler, Hans A.
Subject Terms: ECG, Machine learning, Representation learning, Domain Generalization, Interpretability, Robustness, info:eu-repo/classification/ddc/004, Data processing, computer science
File Description: application/application/pdf
Authors: Zakia, Umme, Menon, Carlo, id_orcid:0 000-0002-2309-9977
Superior Title: Sensors, 22 (1)
Subject Terms: force myography technique, applied force estimation in dynamic motion, transfer learning, pretrained model, domain adaptation, domain generalization
File Description: application/application/pdf
Relation: info:eu-repo/semantics/altIdentifier/wos/000751155000001; http://hdl.handle.net/20.500.11850/525062
Authors: Kook, Lucas, Sick, Beate, Bühlmann, Peter
Superior Title: Statistics and Computing, 32 (3)
Subject Terms: Anchor regression, Covariate shift, Diluted causality, Distributional regression, Transformation models, Out-of-distribution generalization
File Description: application/application/pdf
Relation: info:eu-repo/semantics/altIdentifier/wos/000795135500001; info:eu-repo/grantAgreement/EC/H2020/786461; http://hdl.handle.net/20.500.11850/548901
Subject Terms: Multi-task learning, Machine Learning, Machine learning (artificial intelligence), Machine Learning (stat.ML), Neural Networks, Deep Learning, Deep ReLU neural networks, Deep neural networks, Bayesian Neural Networks, Bayesian neural network, artificial intelligence, Artificial neural networks, Regularization, Tikhonov regularization, Generalization, Overparametrized Neural Networks, Large width limit, Infinite width limit, info:eu-repo/classification/ddc/004, info:eu-repo/classification/ddc/510, Data processing, computer science, Mathematics
File Description: application/application/pdf
Authors: Shafahi, Ali, Saadatpanah, Parsa, Zhu, Chen, Ghiasi, Amin, Studer, Christoph, id_orcid:0 000-0001-8950-6267, Jacobs, David, Goldstein, Tom
Subject Terms: Adversarial, Fine tuning, Generalization, Lifelong learning, Robustness, Transfer learning
File Description: application/application/pdf
Superior Title: Journal of Machine Learning Research, 23
Subject Terms: Sparsity, Deep learning, Performance, Low Memory, Generalization
File Description: application/application/pdf
Relation: info:eu-repo/semantics/altIdentifier/wos/000706836800001; http://hdl.handle.net/20.500.11850/519202
Authors: Chen, Yuansi, Bühlmann, Peter
Superior Title: Journal of Machine Learning Research, 22
Subject Terms: anticausal, conditionally invariant components, domain generalization, domain invariant projection, label shift, structural equation models
File Description: application/application/pdf
Relation: info:eu-repo/semantics/altIdentifier/wos/000726706200001; http://hdl.handle.net/20.500.11850/520176
Authors: Bühlmann, Peter
Superior Title: Observational Studies, 7 (1)
Subject Terms: Causality, Distributional robustness, Domain adaptation, Generalization, Prediction, Statistical machine learning
File Description: application/application/pdf
Relation: info:eu-repo/grantAgreement/EC/H2020/786461; http://hdl.handle.net/20.500.11850/513864
Authors: Stoop, Ruedi
Superior Title: Frontiers in Physiology, 12
Subject Terms: artificial vs. biological neural networks, size and structure of problem solutions, network solution reliability, generalization ability, influence of evolution
File Description: application/application/pdf
Relation: info:eu-repo/semantics/altIdentifier/wos/000621793500001; http://hdl.handle.net/20.500.11850/474290
Superior Title: Medical Image Analysis, 68
Subject Terms: Medical image segmentation, Cross-scanner robustness, Cross-protocol robustness, Domain generalization
File Description: application/application/pdf
Relation: info:eu-repo/semantics/altIdentifier/wos/000698685300005; http://hdl.handle.net/20.500.11850/459201
Authors: Ollerton, Jeff, Liede-Schumann, Sigrid, Endress, Mary E., Meve, Ulrich, Rech, André Rodrigo, Shuttleworth, Adam, Keller, Héctor A., Fishbein, Mark, Alvarado-Cárdenas, Leonardo, Amorim, Felipe W., Bernhardt, Peter, Celep, Ferhat, Chirango, Yolanda, Chiriboga-Arroyo, Fidel, Civeyrel, Laure, Cocucci, Andrea, Cranmer, Louise, da Silva-Batista, Inara Carolina, de Jager, Linde, Deprá, Mariana Scaramussa, Domingos-Melo, Arthur, Dvorsky, Courtney, Agostini, Kayna, Freitas, Leandro, Gaglianone, Maria Cristina, Galetto, Leo, Gilbert, Mike, González-Ramírez, Ixchel, Gorostiague, Pablo, Goyder, David, Hachuy-Filho, Leandro, Heiduk, Annemarie, Howard, Aaron, Ionta, Gretchen, Islas-Hernández, Sofia C., Johnson, Steven D., Joubert, Lize, Kaiser-Bunbury, Christopher N., Kephart, Susan, Kidyoo, Aroonrat, Koptur, Suzanne, Koschnitzke, Cristiana, Lamborn, Ellen, Livshultz, Tatyana, Machado, Isabel Cristina, Marino, Salvador, Mema, Lumi, Mochizuki, Ko, Morellato, Leonor Patrícia Cerdeira, Mrisha, Chediel K., Muiruri, Evalyne W., Nakahama, Naoyuki, Nascimento, Viviany Teixeira, Nuttman, Clive, Oliveira, Paulo Eugenio, Peter, Craig I., Punekar, Sachin, Rafferty, Nicole, Ren, Zong-Xin, Rodríguez-Flores, Claudia I., Rosero, Liliana, Sakai, Shoko, Sazima, Marlies, Steenhuisen, Sandy-Lynn, Tan, Ching-Wen, Urzúa-Torres, Carolina, id_orcid:0 000-0003-0055-6175, Trøjelsgaard, Kristian, Vieira, Milene Faria, Wiemer, Ana Pía, Yamashiro, Tadashi, Nadia, Tarcila, Queiroz, Joel, Quirino, Zelma
Superior Title: Annals of Botany, 123 (2)
Subject Terms: Apocynaceae, Asclepiadaceae, bimodal pollination system, biogeography, fly pollination, generalization, mutualism, phylogeny, plant–pollinator interactions, pollination ecology, specialization, stapeliads
File Description: application/application/pdf
Relation: info:eu-repo/semantics/altIdentifier/wos/000462548600007; http://hdl.handle.net/20.500.11850/322765
Authors: Parascandolo, Giambattista
Contributors: Hofmann, Thomas, Schölkopf, Bernhard, Bengio, Yoshua
Subject Terms: Deep Learning, Generalization, Invariance, Planning, Reinforcement Learning, info:eu-repo/classification/ddc/004, Data processing, computer science
File Description: application/application/pdf
Superior Title: Journal of Pollination Ecology, 2 (1)
Subject Terms: connectance, forest, generalisation, nestedness, pollination, tropical
File Description: application/application/pdf
Relation: http://hdl.handle.net/20.500.11850/28360
Superior Title: Journal of Maps, 6 (1)
Subject Terms: Commuting areas, Overlaps, Cartography, Generalisation, ETH Zurich, Institute for Transport Planning and Systems (IVT)
File Description: application/application/pdf
Relation: info:eu-repo/semantics/altIdentifier/wos/000278961800004; http://hdl.handle.net/20.500.11850/20576
Authors: Welti, Timo, id_orcid:0 000-0001-9161-3141
Contributors: Jentzen, Arnulf, Grohs, Philipp, Kloeden, Peter, Mishra, Siddhartha
Subject Terms: weak convergence, stochastic wave equations, multiplicative noise, full-history recursive multilevel Picard approximations, curse of dimensionality, semi-linear partial differential equations, PDEs, semi-linear heat equations, American option, Bermudan option, financial derivative, derivative pricing, option pricing, optimal stopping, deep learning, deep neural networks, empirical risk minimisation, full error analysis, approximation, generalisation, optimisation, strong convergence, stochastic gradient descent, random initialisation, info:eu-repo/classification/ddc/510, Mathematics
File Description: application/application/pdf
Relation: info:eu-repo/grantAgreement/ETHZ/ETH Grants/ETH-47 15-2; http://hdl.handle.net/20.500.11850/457220
Superior Title: Arbeitsberichte Verkehrs- und Raumplanung, 555
Subject Terms: TRANSPORT STATISTICS + TRAFFIC CENSUS (TRANSPORTATION AND TRAFFIC), Institute for Transport Planning and Systems (IVT), VERKEHRSSTATISTIK + VERKEHRSZÄHLUNG (VERKEHR UND TRANSPORT), ERREICHBARKEIT (VERKEHR UND TRANSPORT), GERMANY (CENTRAL EUROPE). FEDERAL REPUBLIC OF GERMANY, PENDLER (ARBEIT), ETH Zurich, DEUTSCHLAND (MITTELEUROPA). BUNDESREPUBLIK DEUTSCHLAND, SWITZERLAND (CENTRAL EUROPE). SWISS CONFEDERATION, Overlaps, SCHWEIZ (MITTELEUROPA). SCHWEIZERISCHE EIDGENOSSENSCHAFT, PROFESSIONAL SHUTTLE TRAFFIC, Generalisation, Commuting areas, Cartography, ACCESSIBILITY (TRANSPORTATION AND TRAFFIC), info:eu-repo/classification/ddc/380, Commerce, communications, transport
File Description: application/application/pdf
Relation: http://hdl.handle.net/20.500.11850/63975
Authors: Iozzi, Alessandra
Contributors: Forschungsinstitut für Mathematik Zürich
Superior Title: FIM's preprints
Subject Terms: BLÄTTERUNGEN (TOPOLOGIE DER MANNIGFALTIGKEITEN), VERALLGEMEINERUNGEN VON GRUPPEN (ALGEBRA), KOHOMOLOGIE ALGEBRAISCHER VARIETÄTEN (ALGEBRAISCHE GEOMETRIE), FOLIATIONS (TOPOLOGY OF MANIFOLDS), GENERALIZATIONS OF GROUPS (ALGEBRA), COHOMOLOGY OF ALGEBRAIC VARIETIES (ALGEBRAIC GEOMETRY), info:eu-repo/classification/ddc/510, Mathematics
File Description: application/application/pdf