Sotabase

Career

· Senior Software Engineer, Netflix2022–
· Staff Software Development Engineer, Google2017–2022
· Senior Software Engineer, Meta2015–2017
· Senior Software Development Engineer (SDE III), Amazon2012–2015
· Postdoctoral Researcher, Stanford University2011–2012
· SDE III, Microsoft2008–2012
· Bachelor of Science - BS in Computer Science, Stanford University2004–2008
· Ph.D. in Robotics, Stanford University2004–2011

Publications (97)

Generation and Comprehension of Unambiguous Object Descriptions
Computer Vision and Pattern Recognition · 2015
1,574
cited
Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification
European Conference on Computer Vision · 2017
1,456
cited
Deep Knowledge Tracing
Neural Information Processing Systems · 2015
1,410
cited
Tuned Models of Peer Assessment in MOOCs
Educational Data Mining · 2013
415
cited
Spatially Adaptive Computation Time for Residual Networks
Computer Vision and Pattern Recognition · 2016
368
cited
Rethinking Spatiotemporal Feature Learning For Video Understanding
arXiv.org · 2017
260
cited
NotePals: lightweight note sharing by the group, for the group
International Conference on Human Factors in Computing Systems · 1999
236
cited
Learning Program Embeddings to Propagate Feedback on Student Code
International Conference on Machine Learning · 2015
191
cited
Autonomously Generating Hints by Inferring Problem Solving Policies
ACM Conference on Learning @ Scale · 2015
162
cited
What’s Cookin’? Interpreting Cooking Videos using Text, Speech and Vision
North American Chapter of the Association for Computational Linguistics · 2015
161
cited
Codewebs: scalable homework search for massive open online programming courses
The Web Conference · 2014
137
cited
Context R-CNN: Long Term Temporal Context for Per-Camera Object Detection
Computer Vision and Pattern Recognition · 2019
126
cited
Fourier Theoretic Probabilistic Inference over Permutations
Journal of machine learning research · 2009
114
cited
Syntactic and Functional Variability of a Million Code Submissions in a Machine Learning MOOC
International Conference on Artificial Intelligence in Education · 2013
87
cited
Association of Serum Vitamin D with Symptoms of Depression and Anxiety in Early Pregnancy
Journal of Women's Health · 2014
83
cited
An augmented reality sign-reading assistant for users with reduced vision
PLoS ONE · 2019
61
cited
The Auto Arborist Dataset: A Large-Scale Benchmark for Multiview Urban Forest Monitoring Under Domain Shift
Computer Vision and Pattern Recognition · 2022
52
cited
Decomposition Analysis of Black–White Disparities in Birth Outcomes: The Relative Contribution of Air Pollution and Social Factors in California
Environmental Health Perspectives · 2017
48
cited
Efficient Inference for Distributions on Permutations
Neural Information Processing Systems · 2007
41
cited
Multiple Orderings of Events in Disease Progression
Information Processing in Medical Imaging · 2015
38
cited
Sotabase