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Author

Utkarsh Wadhwa

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Review Jul 2026

Constraint-Driven Model Optimization: An Industry Framework for Selecting Compression and Acceleration Techniques in Modern Machine Learning Systems

This work provides one of the first structured attempts to formalize model optimization as a constraint-aware, multi-objective engineering process, synthesizing quantitative evidence from the research literature.

Dhruv Shivkant, Saket Mohanty, S. Rai et al. · 0 citations

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