Luke Hornof

Publication Activity (10 Years)

Years Active: 1996-2017
Publications (10 Years): 2

Top Topics

Backpropagation Algorithm

Feedforward Neural Networks

Training Process

Neural Network Model

Top Venues

Publications

Urs Köster, Tristan Webb, Xin Wang, Marcel Nassar, Arjun K. Bansal, William Constable, Oguz Elibol, Stewart Hall, Luke Hornof, Amir Khosrowshahi, Carey Kloss, Ruby J. Pai, Naveen Rao
Flexpoint: An Adaptive Numerical Format for Efficient Training of Deep Neural Networks. CoRR (2017)
Urs Köster, Tristan Webb, Xin Wang, Marcel Nassar, Arjun K. Bansal, William Constable, Oguz Elibol, Stewart Hall, Luke Hornof, Amir Khosrowshahi, Carey Kloss, Ruby J. Pai, Naveen Rao
Flexpoint: An Adaptive Numerical Format for Efficient Training of Deep Neural Networks. NIPS (2017)
Frederick Smith, Dan Grossman, J. Gregory Morrisett, Luke Hornof, Trevor Jim
Compiling for template-based run-time code generation. J. Funct. Program. 13 (3) (2003)
Luke Hornof, Jacques Noyé
Accurate binding-time analysis for imperative languages: flow, context, and return sensitivity. Theor. Comput. Sci. 248 (1-2) (2000)
Luke Hornof
Self-Specializing Mobile Code for Adaptive Network Services. IWAN (2000)
Luke Hornof, Trevor Jim
Certifying Compilation and Run-Time Code Generation. PEPM (1999)
Luke Hornof, Trevor Jim
Certifying Compilation and Run-Time Code Generation. High. Order Symb. Comput. 12 (4) (1999)
François Noël, Luke Hornof, Charles Consel, Julia L. Lawall
Automatic, Template-Based Run-Time Specialization: Implementation and Experimental Study. ICCL (1998)
Charles Consel, Luke Hornof, Renaud Marlet, Gilles Muller, Scott Thibault, Eugen-Nicolae Volanschi
Tempo: Specializing Systems applications and Beyond. ACM Comput. Surv. 30 (3es) (1998)
Charles Consel, Luke Hornof, Renaud Marlet, Gilles Muller, Scott Thibault, Eugen-Nicolae Volanschi
Partial Evaluation for Software Engineering. ACM Comput. Surv. 30 (3es) (1998)
Michael W. Hicks, Luke Hornof, Jonathan T. Moore, Scott Nettles
A Study of Large Object Spaces. ISMM (1998)
Luke Hornof, Charles Consel, Jacques Noyé
Effective Specialization of Realistic Programs via Use Sensitivity. SAS (1997)
Luke Hornof, Jacques Noyé
Accurate Binding-Time Analysis For Imperative Languages: Flow, Context, and Return Sensitivity. PEPM (1997)
Charles Consel, Luke Hornof, François Noël, Jacques Noyé, Nicolae Volansche
A Uniform Approach for Compile-Time and Run-Time Specialization. Dagstuhl Seminar on Partial Evaluation (1996)