conftrace_

Suvinay Subramanian

4 papers · 2023–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICLR (2) ICML (2)

Top co-authors

Amir Yazdanbakhsh (4) Tian Jin (2) Ahmed Imtiaz Humayun (1) Elizaveta Kostenok (1) Ayan Chakraborty (1) Nikunj Saunshi (1) Blake M Elias (1) Christopher De Sa (1) Babak Falsafi (1) Ming Liu (1)

Keywords

model compression (1) neural network pruning (1) variance estimation (1) structured sparsity (1) adam optimizer (1) weight pruning (1) sparsity mask (1) n:m sparsity (1)

Papers

The Journey Matters: Average Parameter Count over Pre-training Unifies Sparse and Dense Scaling Laws ICLR 2025 Effective Interplay between Sparsity and Quantization: From Theory to Practice ICLR 2025 Learning to Keep a Promise: Scaling Language Model Decoding Parallelism with Learned Asynchronous Decoding ICML 2025 STEP: Learning N:M Structured Sparsity Masks from Scratch with Precondition ICML 2023