Sotabase

Career

· Co-Founder and CEO, Stealth Startup2024–
· Research Scientist, OpenAI2023–
· Senior Data Scientist, Fractal2022–
· Director of Machine Learning, Lightmatter2022–

Publications (12)

Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications
arXiv.org · 2018
197
cited
CoSA: Scheduling by Constrained Optimization for Spatial Accelerators
International Symposium on Computer Architecture · 2021
129
cited
Modeling and Rendering of Points with Local Geometry
IEEE Transactions on Visualization and Computer Graphics · 2003
77
cited
Differential Point Rendering
Rendering Techniques · 2001
76
cited
Statistical geometry representation for efficient transmission and rendering
TOGS · 2005
62
cited
Statistical Point Geometry
Eurographics Symposium on Geometry Processing · 2003
51
cited
First-Generation Inference Accelerator Deployment at Facebook
arXiv.org · 2021
33
cited
Efficiently computing and updating triangle strips for real-time rendering
Comput. Aided Des. · 2000
20
cited
Differentiable NAS Framework and Application to Ads CTR Prediction
arXiv.org · 2021
8
cited
A Unified Graphics Rendering Pipeline for Autostereoscopic Rendering
3DTV-Conference · 2007
7
cited
Efficiently Computing and Updating Triangle Strips for Real-Time
2006
Visual Data Representation using Context-Aware Samples
2005
Sotabase
Aravind Kalaiah | Researcher Profile | Sotabase | Sotabase