Sotabase

Career

· Principal Applied Scientist, Prime Video, Amazon2024–
· Ads Senior Applied Scientist, Amazon2021–2024
· Principal Inventive Scientist, Data Science and AI Research, AT&T2014–2021
· Engineering Research Associate, Stanford University2012–2014
· Assistant Professor, Drew University2008–2012
· Ph.D. in Applied and Computational Mathematics, Princeton University2005–
· Research Assistant Professor, Purdue University2005–2008
· Research/Teaching Assistant, Princeton University2002–2005
· B.S. in Computer Engineering, Boğaziçi University2001–
· B.S. in Mathematics, Boğaziçi University2001–

Publications (38)

Laplace-Beltrami eigenfunctions for deformation invariant shape representation
Eurographics Symposium on Geometry Processing · 2007
721
cited
Biharmonic distance
TOGS · 2010
209
cited
Map-based exploration of intrinsic shape differences and variability
ACM Transactions on Graphics · 2013
161
cited
Wasserstein Propagation for Semi-Supervised Learning
International Conference on Machine Learning · 2014
144
cited
Earth mover's distances on discrete surfaces
ACM Transactions on Graphics · 2014
143
cited
Fast protein tertiary structure retrieval based on global surface shape similarity
Proteins: Structure, Function, and Bioinformatics · 2008
138
cited
Wavelets on Graphs via Deep Learning
Neural Information Processing Systems · 2013
84
cited
Rapid comparison of properties on protein surface
Proteins: Structure, Function, and Bioinformatics · 2008
82
cited
Cellular Network Traffic Prediction Incorporating Handover: A Graph Convolutional Approach
Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks · 2020
58
cited
Interior Distance Using Barycentric Coordinates
Computer graphics forum (Print) · 2009
53
cited
Barycentric Coordinates on Surfaces
Computer graphics forum (Print) · 2010
41
cited
Multiscale Biharmonic Kernels
Computer graphics forum (Print) · 2011
40
cited
Graph Matching with Anchor Nodes: A Learning Approach
2013 IEEE Conference on Computer Vision and Pattern Recognition · 2013
31
cited
Surgery formula for the renormalized Euler characteristic of Heegaard Floer homology
2004
28
cited
Interpolated eigenfunctions for volumetric shape processing
The Visual Computer · 2011
23
cited
Average Interpolating Wavelets on Point Clouds and Graphs
arXiv.org · 2011
22
cited
Continuous-Flow Graph Transportation Distances
arXiv.org · 2016
20
cited
Boundary Element Formulation of Harmonic Coordinates
2007
18
cited
Augmented Symmetry Transforms
Shape Modeling International Conference · 2007
17
cited
Closed‐form expressions for maximum mean discrepancy with applications to Wasserstein auto‐encoders
Stat · 2019
16
cited
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Raif Rustamov | Researcher Profile | Sotabase | Sotabase