Ian Colbert
Scholar

Ian Colbert

Google Scholar ID: D8oaB1AAAAAJ
Advanced Micro Devices (AMD)
Deep LearningQuantization
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Citations & Impact
All-time
Citations
121
 
H-index
7
 
i10-index
4
 
Publications
20
 
Co-authors
26
list available
Contact
No contact links provided.
Publications
9 items
MixQuant: Pushing the Limits of Block Rotations in Post-Training Quantization
2026
Cited
0
Combining Reinforcement Learning and Behavior Trees for NPCs in Video Games with AMD Schola
2025
Cited
0
SIRA: Scaled-Integer Range Analysis for Optimizing FPGA Dataflow Neural Network Accelerators
2025
Cited
0
Provable Post-Training Quantization: Theoretical Analysis of OPTQ and Qronos
2025
Cited
0
Path Generation and Evaluation in Video Games: A Nonparametric Statistical Approach
2025
Cited
0
Qronos: Correcting the Past by Shaping the Future... in Post-Training Quantization
2025
Cited
0
Improving Quantization with Post-Training Model Expansion
2025
Cited
0
Exploiting Unstructured Sparsity in Fully Homomorphic Encrypted DNNs
2025
Cited
0
Resume (English only)
Co-authors
26 total
Srinjoy Das
Srinjoy Das
West Virginia University
Alessandro Pappalardo
Alessandro Pappalardo
AMD
Mehdi Saeedi
Mehdi Saeedi
Principal Staff (AMD)
Co-author 4
Co-author 4
Rayan Saab
Rayan Saab
Professor, Mathematics & Data Science, UC San Diego
Co-author 6
Co-author 6
Giuseppe Franco
Giuseppe Franco
AMD
Yaman Umuroglu
Yaman Umuroglu
AMD Research & Advanced Development