Babak Falsafi

2 papers · 2018–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird

Venues

ICLR (1) NeurIPS (1)

Top co-authors

Martin Jaggi (2) Elizaveta Kostenok (1) Ayan Chakraborty (1) Amir Yazdanbakhsh (1) Suvinay Subramanian (1) Danila Mishin (1) Tao LIN (1) Mario Drumond (1) Simla Burcu Harma (1) Dongho Ha (1)

Research topics

Deep Learning (2) Machine Learning (2) Application Areas (2) Artificial Intelligence (1) Core AI (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1) Techniques (1)

Keywords

model compression (1) neural network training (1) deep neural network (1) model training (1) hardware acceleration (1) numerical representation (1) fixed-point arithmetic (1) hardware accelerator (1) model accuracy (1) dynamic range (1) neural network (1) block floating point (1) floating point arithmetic (1)

Papers

Effective Interplay between Sparsity and Quantization: From Theory to Practice ICLR 2025 Training DNNs with Hybrid Block Floating Point NeurIPS 2018