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- Publications
- Influence
Deeply-Supervised Nets
- Chen-Yu Lee, Saining Xie, P. W. Gallagher, Z. Zhang, Zhuowen Tu
- Computer Science, Mathematics
- AISTATS
- 17 September 2014
TLDR
Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree
- Chen-Yu Lee, P. W. Gallagher, Zhuowen Tu
- Computer Science, Mathematics
- AISTATS
- 30 September 2015
TLDR
Multi-view kernel construction
- V. R. D. Sa, P. W. Gallagher, J. Lewis, Vicente L. Malave
- Mathematics, Computer Science
- Machine Learning
- 1 May 2010
TLDR
What Happened to My Dog in That Network: Unraveling Top-down Generators in Convolutional Neural Networks
- P. W. Gallagher, Shuai Tang, Zhuowen Tu
- Computer Science, Mathematics
- ArXiv
- 23 November 2015
TLDR
Optimizing Safety of Selective Internal Radiation Therapy (SIRT) of Hepatic Tumors with 90Y Resin Microspheres: A Systematic Approach to Preparation and Radiometric Procedures
- A. Schleipman, P. W. Gallagher, V. Gerbaudo
- Medicine
- Health physics
- 1 February 2009
Arterial administration of 90Y microspheres is used for salvage therapy in patients with primary or metastasized tumors within the liver. The clinical use of high-yield beta emitters presents unique… Expand
Bioinspired decision architectures containing host and microbiome processing units.
- K. Heyde, P. W. Gallagher, W. Ruder
- Engineering, Medicine
- Bioinspiration & biomimetics
- 27 September 2016
Biomimetic robots have been used to explore and explain natural phenomena ranging from the coordination of ants to the locomotion of lizards. Here, we developed a series of decision architectures… Expand
Operator Theory for Analysis of Convex Optimization Methods in Machine Learning
- P. W. Gallagher
- Mathematics
- 2014
Author(s): Gallagher, Patrick W. | Abstract: As machine learning has more closely interacted with optimization, the concept of convexity has loomed large. Two properties beyond simple convexity have… Expand
Pseudocontractive Updates: A Common Thread in Convex Optimization Methods
- P. W. Gallagher, Zhuowen Tu
- Mathematics
- 29 May 2014
Many convex optimization methods are conceived of and analyzed in a largely separate fashion. In contrast to this traditional separation, this manuscript points out and demonstrates the utility of an… Expand
Properties of Pseudocontractive Updates in Convex Optimization
- P. W. Gallagher, Zhuowen Tu
- Mathematics
- 29 May 2014
Many convex optimization methods are conceived of and analyzed in a largely separate fashion. In contrast to this traditional separation, this manuscript points out and demonstrates the utility of an… Expand