Sotabase

Career

· Assistant Professor, Worcester Polytechnic Institute (WPI)2019–
· Postdoctoral Researcher, UC Berkeley2015–

Publications (121)

Earth Beings: Ecologies of Practice across Andean Worlds
2015
241
cited
Fast-Match: Fast Affine Template Matching
International Journal of Computer Vision · 2013
217
cited
Using large-scale experiments and machine learning to discover theories of human decision-making
Science · 2021
203
cited
Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques
Lecture Notes in Computer Science · 2004
138
cited
On the Limitation of Spectral Methods: From the Gaussian Hidden Clique Problem to Rank One Perturbations of Gaussian Tensors
IEEE Transactions on Information Theory · 2014
91
cited
Cognitive Model Priors for Predicting Human Decisions
International Conference on Machine Learning · 2019
82
cited
Contagious Sets in Expanders
ACM-SIAM Symposium on Discrete Algorithms · 2013
59
cited
New bounds for contagious sets
Discrete Mathematics · 2012
51
cited
Predicting human decisions with behavioral theories and machine learning
arXiv.org · 2019
50
cited
Some good practices for applying convolutional neural networks to buried threat detection in Ground Penetrating Radar
International Workshop on Advanced Ground Penetrating Radar · 2017
49
cited
Tiling and Stitching Segmentation Output for Remote Sensing: Basic Challenges and Recommendations
2018
49
cited
Improving convolutional neural networks for buried target detection in ground penetrating radar using transfer learning via pretraining
Defense + Security · 2017
48
cited
The Computational Complexity of Training ReLU(s)
arXiv.org · 2018
47
cited
Tight Hardness Results for Training Depth-2 ReLU Networks
Information Technology Convergence and Services · 2020
46
cited
The future of person–situation integration in the interface between traits and goals: A bottom-up framework
2009
42
cited
On Systems of Linear Equations with Two Variables per Equation
International Workshop and International Workshop on Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques · 2004
34
cited
Contagious Sets in Random Graphs
2016
31
cited
On Choosing Training and Testing Data for Supervised Algorithms in Ground-Penetrating Radar Data for Buried Threat Detection
IEEE Transactions on Geoscience and Remote Sensing · 2016
28
cited
Smoothed Analysis on Connected Graphs
SIAM Journal on Discrete Mathematics · 2013
28
cited
On the Rational Boundedness of Cognitive Control: Shared Versus Separated Representations
2020
24
cited
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