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| 1 | Why and When Can Deep-but Not Shallow-networks Avoid the Curse of Dimensionality: A Review显示文摘The paper reviews and extends an emerging body of theoretical results on deep learning including the conditions under which it can be exponentially better than shallow learning. A class of deep convolutional networks represent an important special case of these conditions, though weight sharing is not the main reason for their exponential advantage. Implications of a few key theorems are discussed, together with new results, open problems and conjectures. | Tomaso Poggio Hrushikesh Mhaskar Lorenzo Rosasco Brando Miranda Qianli Liao | 2017 | International Journal of Automation and computing2017，14，5： | 6 |
| 2 | LYVE-1 is not restricted to the lymph vessels: expression in normal liver blood sinusoids and down-regulation in human liver cancer and cirrhosis显示文摘 | Mouta Carreira C Nasser SM di Tomaso E et al | 2001 | Cancer Res2001，61，22： | 1 |
| 3 | A new integral equation formalism for the polarizable continuum model: Theoretical back ground and ap- plications to i, wtropic and anisotropic dielectrics显示文摘 | Cances M T Mennucci V Tomaso J | 1997 | Journal of Chemical Physics1997，107，8： | 1 |
| 4 | Lymphatic metastasis inthe absence of functional intratumor lymphatics显示文摘 | Padera TP Ananth K Di Tomaso E | 2002 | Science2002，296，5574： | 1 |
| 5 | Lymphatic metastasis in the absence of functional intratumor lymphatics 显示文摘 | Padera TP Kadambi A Tomaso E | 2002 | Science2002，296，5574： | 1 |
| 6 | Biological or mechanical prostheses in tricuspid position? a meta-analysis of intra-institutional results显示文摘 | Giulio Rizzoli Igor Vendramin Georgios Nesseris Tomaso Bottio Cosimo Guglielmi Laura Schiavon | 2004 | The Annals of Thoracic Surgery2004，，5： | 1 |
| 7 | Slurry wall containment performance: monitoring and modeling of unsaturated and saturated flow显示文摘 | Daniele Pedretti Marco Masetti Tomaso Marangoni Giovanni Pietro Beretta | 2012 | Environmental Monitoring and Assessment2012，，2： | 1 |
| 8 | ADDED VISCOUS DAMPERS IN SHEAR-TYPE STRUCTURES: THE EFFECTIVENESS OF MASS PROPORTIONAL DAMPING显示文摘 | Tomaso Trombetti Stefano Silvestri | 2004 | Journal of Earthquake Engineering2004，，2： | 1 |
| 9 | Direct evidence that bevacizumab,an anti-VEGF antibody,up-regulars SDF1 alpha,CXCR4,CXCL6,and neuropilin 1 in tumors from patients with rectal cancer显示文摘 | Xu L Duda DG di Tomaso E | 2009 | Cancer Res2009，69，20： | 1 |
| 10 | Ab initio study of ionic solutions by a polarizable continuum dielectric model显示文摘 | Cossi M Barone V Tomaso J | 1998 | Chemical Physics Letters1998，286，3： | 1 |
| 11 | Lymphatic metastasis in the absence of functional intratumor lymphatics 显示文摘 | Padera TP Kadambi A Di Tomaso E | 2002 | Science2002，296，5574： | 1 |
| 12 | Phase II study of cediranib, an oral pan-vascular endothelial growth factor receptor tyrosine kinase inhibitor, in patients with recurrent glioblastoma 显示文摘 | Batchelor qF Duda DG di Tomaso E | 2010 | J Clin Oncol2010，28，： | 1 |
| 13 | Lym-phatic metastasis in the absence of functional intratumor lym-phatics显示文摘 | PADERA TP KADAMBI A DI TOMASO E | 2002 | Science2002，296，5574： | 1 |
| 14 | Geometry optimization of molecular structures in solution by the polarizable continuum model显示文摘 | Barone V Cossi M Tomaso J | 1998 | Journal of computational chemistry1998，19，4： | 1 |
| 15 | Tumour biology: herceptin acts as an antiangiagenic cocktail显示文摘 | Izumi Y Xu L di Tomaso E | 2002 | Nature2002，416，6878： | 1 |
| 16 | Direet evidence that bevaeizumab,an anti -VEGF antibody,up -regulates SDFlalpha,CXCR4,CXCL6,and neuropilin 1 in tumors from patients with rectal cancer 显示文摘 | Xu L Duda DG di Tomaso E | 2009 | Cancer Res2009，69，20： | 1 |
| 17 | Anti - vascular endothelial growth factor treatment augments tumor radiation response under normoxic or hypoxic conditions 显示文摘 | Lee CG Heijn M di Tomaso E et o2 | 2000 | Cancer Res2000，60，： | 1 |
| 18 | Sunitinib monotherapy in patients with advanced hepatocellular carcinoma (HCC) : Insights from a multidisciplinary phase Ⅱ study 显示文摘 | ZHU AX SAHANI DV DI TOMASO E | 2008 | J Clin Oncol2008，26，： | 1 |
| 19 | Glioblastoma recurrence after cediranib therapy in patients: lack of 'rebound' revascularization as mode of escape 显示文摘 | di Tomaso E Snuderl M Kamoun WS | 2011 | Cancer Res2011，71，1： | 1 |
| 20 | Lymphatic metastasis in the absence of functional intratumor lymhatics显示文摘 | PADERA T P KADAMBI A DI Tomaso E | 2002 | Science2002，296，5574： | 1 |
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