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Career

· Vice President of Engineering, Icosystem2006–2007
· Research Faculty, Massachusetts Institute of Technology1996–
· Senior Research Scientist, Massachusetts Institute of Technology1996–
· PhD in Computer Science, Carleton University1995–
· B.Sc., University of Calgary

Publications (584)

Genetic Programming II: Automatic Discovery of Reusable Programs.
Artificial Life · 1994
1,875
cited
Genetic and Evolutionary Computation — GECCO 2003
Lecture Notes in Computer Science · 2003
859
cited
OpenTuner: An extensible framework for program autotuning
International Conference on Parallel Architectures and Compilation Techniques · 2014
621
cited
Genetic programming needs better benchmarks
Annual Conference on Genetic and Evolutionary Computation · 2012
292
cited
Better GP benchmarks: community survey results and proposals
Genetic Programming and Evolvable Machines · 2012
244
cited
Adversarial Deep Learning for Robust Detection of Binary Encoded Malware
2018 IEEE Security and Privacy Workshops (SPW) · 2018
202
cited
The Troubling Aspects of a Building Block Hypothesis for Genetic Programming
Foundations of Genetic Algorithms · 1994
164
cited
Likely to stop? Predicting Stopout in Massive Open Online Courses
arXiv.org · 2014
150
cited
Multiple regression genetic programming
Annual Conference on Genetic and Evolutionary Computation · 2014
147
cited
Autotuning algorithmic choice for input sensitivity
ACM-SIGPLAN Symposium on Programming Language Design and Implementation · 2015
121
cited
Evolutionary Approaches To Minimizing Network Coding Resources
IEEE INFOCOM 2007 - 26th IEEE International Conference on Computer Communications · 2007
104
cited
Program Search with a Hierarchical Variable Lenght Representation: Genetic Programming, Simulated Annealing and Hill Climbing
Parallel Problem Solving from Nature · 1994
104
cited
An analysis of genetic programming
1995
99
cited
Building Predictive Models via Feature Synthesis
Annual Conference on Genetic and Evolutionary Computation · 2015
92
cited
Using a distance metric on genetic programs to understand genetic operators
1997 IEEE International Conference on Systems, Man, and Cybernetics. Computational Cybernetics and Simulation · 1997
91
cited
Sign Bits Are All You Need for Black-Box Attacks
International Conference on Learning Representations · 2020
89
cited
Using reinforcement learning to optimize occupant comfort and energy usage in HVAC systems
Journal of Ambient Intelligence and Smart Environments · 2014
79
cited
Quantitative EEG reactivity and machine learning for prognostication in hypoxic-ischemic brain injury
Clinical Neurophysiology · 2019
74
cited
Behavioral programming: a broader and more detailed take on semantic GP
Annual Conference on Genetic and Evolutionary Computation · 2014
71
cited
Min-Max Optimization without Gradients: Convergence and Applications to Black-Box Evasion and Poisoning Attacks
International Conference on Machine Learning · 2020
64
cited
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